{"schemaVersion":1,"url":"https://seal.run/integrations/catalogue.json","website":"https://seal.run/integrations","documentation":"https://platform.seal.run/docs/getting-started/connect-integrations","description":"Public integration discovery catalogue. Entries describe connection options, not installed connections. Confirm capabilities, software versions and permissions in the linked documentation before configuration.","workflows":[{"id":"akta-unicorn-lims-integration","title":"ÄKTA UNICORN to LIMS: runs, peaks and fractions","description":"Plan an ÄKTA UNICORN–LIMS connection with chromatography run identity, fraction genealogy, peak results and preserved source evidence.","url":"https://seal.run/integrations/workflows/akta-unicorn-lims-integration","integrationIds":["akta-unicorn","labware","labvantage","waters-empower"],"blueprints":[]},{"id":"ambr-15-250-lims-integration","title":"Ambr 15 and Ambr 250 to LIMS: culture and sample data","description":"Connect Ambr experiment, vessel and offline sample results with LIMS records. Understand model-specific exports, timestamps, units and data coverage.","url":"https://seal.run/integrations/workflows/ambr-15-250-lims-integration","integrationIds":["sartorius-ambr-15","sartorius-ambr-250-high-throughput","sartorius-ambr-250-modular","nova-bioprofile-flex2","benchling"],"blueprints":[]},{"id":"waters-empower-lims-integration","title":"Waters Empower to LIMS: injections and approved results","description":"Plan Empower result exchange with LIMS using sample-set, injection and processing identities, result qualifiers and explicit review ownership.","url":"https://seal.run/integrations/workflows/waters-empower-lims-integration","integrationIds":["waters-empower","labware","labvantage"],"blueprints":[]},{"id":"softmax-pro-lims-integration","title":"SoftMax Pro to LIMS: plate layouts, standards and results","description":"Connect SoftMax Pro plate-reader results with LIMS samples while preserving well layout, standard curves, dilution, units and result qualifiers.","url":"https://seal.run/integrations/workflows/softmax-pro-lims-integration","integrationIds":["molecular-devices-softmax-pro","labguru","labware","tecan-fluent"],"blueprints":[]},{"id":"netsuite-bom-batch-record-integration","title":"NetSuite BOM to batch records: revisions and material usage","description":"Plan NetSuite BOM exchange with Seal batch records, including revision selection, component quantities, lot references and reconciled write-back.","url":"https://seal.run/integrations/workflows/netsuite-bom-batch-record-integration","integrationIds":["netsuite","seal-scripts"],"blueprints":[]},{"id":"pi-historian-batch-record-integration","title":"PI historian to batch records: queries, averages and coverage","description":"Work through a PI historian batch extract: recorded versus interpolated data, unequal time intervals, a 10-minute quality gap and reproducible review.","url":"https://seal.run/integrations/workflows/pi-historian-batch-record-integration","integrationIds":["aveva-pi","emerson-deltav","local-files"],"blueprints":[]},{"id":"sap-bom-manufacturing-record-integration","title":"SAP BOM to manufacturing records: selection and quantity checks","description":"Work through SAP BOM alternatives, effectivity and a 250 kg order: proportional and fixed quantities, source keys, revisions and separate consumption.","url":"https://seal.run/integrations/workflows/sap-bom-manufacturing-record-integration","integrationIds":["sap","seal-scripts"],"blueprints":[]},{"id":"deltav-process-data-batch-record-integration","title":"DeltaV batch record integration: phase events and historian evidence","description":"Reconcile DeltaV batch events with process trends using repeated phases, a pause, a late end event and separate evidence and retrieval states.","url":"https://seal.run/integrations/workflows/deltav-process-data-batch-record-integration","integrationIds":["emerson-deltav","aveva-pi","opc-ua"],"blueprints":[]},{"id":"agilent-openlab-lims-integration","title":"Agilent OpenLab CDS to LIMS integration","description":"Connect OpenLab CDS results to LIMS samples and batch review in Seal. Keep injections, quantitative reports and chromatogram exports together.","url":"https://seal.run/integrations/workflows/agilent-openlab-lims-integration","integrationIds":["agilent-openlab","labware","labvantage","seal-scripts"],"blueprints":[{"name":"Laboratory information management","url":"https://seal.run/blueprints/lims"},{"name":"Scientific data management","url":"https://seal.run/blueprints/sdms"},{"name":"Analytical development","url":"https://seal.run/blueprints/analytical-development"}]},{"id":"thermo-chromeleon-lims-integration","title":"Thermo Scientific Chromeleon to LIMS integration","description":"Bring Chromeleon sequence and injection results into Seal LIMS workflows. Connect report templates, channels and analytical revisions to sample review.","url":"https://seal.run/integrations/workflows/thermo-chromeleon-lims-integration","integrationIds":["thermo-chromeleon","labware","labvantage","samplemanager"],"blueprints":[{"name":"Laboratory information management","url":"https://seal.run/blueprints/lims"},{"name":"Scientific data management","url":"https://seal.run/blueprints/sdms"},{"name":"Batch release review","url":"https://seal.run/blueprints/batch-release"}]},{"id":"hamilton-venus-lims-integration","title":"Hamilton VENUS to LIMS integration for sample preparation","description":"Connect Hamilton VENUS liquid-handling runs to LIMS samples in Seal. Link worklists, executed transfers, plate identities and preparation evidence.","url":"https://seal.run/integrations/workflows/hamilton-venus-lims-integration","integrationIds":["hamilton-venus","molecular-devices-softmax-pro","labware","labvantage"],"blueprints":[{"name":"Sample management and genealogy","url":"https://seal.run/blueprints/sample-management"},{"name":"Electronic lab notebooks","url":"https://seal.run/blueprints/eln"},{"name":"Laboratory information management","url":"https://seal.run/blueprints/lims"}]},{"id":"tecan-fluentcontrol-lims-integration","title":"Tecan FluentControl to LIMS integration and sample tracking","description":"Connect Tecan FluentControl Sample Tracking reports to Seal LIMS workflows. Preserve plate maps, pipetting outcomes and sample genealogy.","url":"https://seal.run/integrations/workflows/tecan-fluentcontrol-lims-integration","integrationIds":["tecan-fluent","tecan-spark","molecular-devices-softmax-pro","labvantage"],"blueprints":[{"name":"Sample management and genealogy","url":"https://seal.run/blueprints/sample-management"},{"name":"Laboratory information management","url":"https://seal.run/blueprints/lims"},{"name":"Electronic lab notebooks","url":"https://seal.run/blueprints/eln"}]},{"id":"nova-bioprofile-flex2-lims-integration","title":"Nova BioProfile FLEX2 to LIMS and bioreactor integration","description":"Connect BioProfile FLEX2 results to LIMS samples and bioreactor studies in Seal. Align culture chemistry, viability, sampling times and source analyses.","url":"https://seal.run/integrations/workflows/nova-bioprofile-flex2-lims-integration","integrationIds":["nova-bioprofile-flex2","sartorius-ambr-15","sartorius-ambr-250-high-throughput","labware"],"blueprints":[{"name":"Upstream process development","url":"https://seal.run/blueprints/upstream-development"},{"name":"Laboratory information management","url":"https://seal.run/blueprints/lims"},{"name":"Process development","url":"https://seal.run/blueprints/process-development"}]},{"id":"beckman-vi-cell-blu-lims-integration","title":"Beckman Coulter Vi-CELL BLU to LIMS integration","description":"Connect Vi-CELL BLU cell counts and viability to LIMS samples in Seal. Retain dilution, density units, analysis identity and culture context.","url":"https://seal.run/integrations/workflows/beckman-vi-cell-blu-lims-integration","integrationIds":["beckman-vi-cell-blu","sartorius-ambr-250-high-throughput","nova-bioprofile-flex2","labvantage"],"blueprints":[{"name":"Cell-line development","url":"https://seal.run/blueprints/cell-line-development"},{"name":"Upstream process development","url":"https://seal.run/blueprints/upstream-development"},{"name":"Laboratory information management","url":"https://seal.run/blueprints/lims"}]},{"id":"malvern-zetasizer-lims-integration","title":"Malvern Zetasizer to LIMS integration for particle sizing","description":"Connect Zetasizer particle-size and zeta-potential results to Seal LIMS workflows. Preserve ZS Xplorer statistics, method context and formulation links.","url":"https://seal.run/integrations/workflows/malvern-zetasizer-lims-integration","integrationIds":["malvern-zetasizer","labware","labvantage","seal-scripts"],"blueprints":[{"name":"Analytical development","url":"https://seal.run/blueprints/analytical-development"},{"name":"Process development","url":"https://seal.run/blueprints/process-development"},{"name":"Laboratory information management","url":"https://seal.run/blueprints/lims"}]},{"id":"mettler-toledo-labx-batch-record-integration","title":"METTLER TOLEDO LabX to electronic batch record integration","description":"Connect LabX weighing results to electronic batch records in Seal. Link task, balance, material lot, net mass and units to the executed weigh step.","url":"https://seal.run/integrations/workflows/mettler-toledo-labx-batch-record-integration","integrationIds":["mettler-toledo-labx","local-files","seal-scripts"],"blueprints":[{"name":"Weigh and dispense","url":"https://seal.run/blueprints/mes-weigh-dispense"},{"name":"Electronic batch records","url":"https://seal.run/blueprints/electronic-batch-records"},{"name":"Buffer and media preparation","url":"https://seal.run/blueprints/buffer-media-preparation"}]},{"id":"chromatography-data-integration","title":"Chromatography data integration with LIMS and batch records","description":"Connect ÄKTA UNICORN, Empower, OpenLab and Chromeleon results to samples and batch records. Plan peak mapping, fraction identity and reanalysis handling.","url":"https://seal.run/integrations/workflows/chromatography-data-integration","integrationIds":["akta-unicorn","waters-empower","agilent-openlab","thermo-chromeleon","bio-rad-ngc-chromlab"],"blueprints":[]},{"id":"bioreactor-data-integration","title":"Bioreactor data integration for Ambr and process development","description":"Connect Ambr 15, Ambr 250, Biostat and DASware exports with offline assays in Seal. Map vessels, sampling times, process trends and experiment results.","url":"https://seal.run/integrations/workflows/bioreactor-data-integration","integrationIds":["sartorius-ambr-15","sartorius-ambr-250-high-throughput","sartorius-ambr-250-modular","sartorius-biostat","eppendorf-dasware","nova-bioprofile-flex2","ysi-2900","beckman-vi-cell-blu","roche-cedex-bio-ht"],"blueprints":[]},{"id":"plate-reader-lims-integration","title":"Plate reader integration with LIMS and sample records","description":"Map SoftMax Pro, Gen5, Tecan Spark and other plate-reader exports to samples. Preserve plate layouts, assay calculations, replicates and result qualifiers.","url":"https://seal.run/integrations/workflows/plate-reader-lims-integration","integrationIds":["molecular-devices-softmax-pro","agilent-biotek-gen5","tecan-spark","bmg-clariostar","berthold-tristar","promega-glomax","revvity-envision","luminex-xponent","msd-discovery-workbench","gyros-gyrolab"],"blueprints":[]},{"id":"liquid-handling-data-integration","title":"Liquid handling integration for worklists and sample traceability","description":"Plan Hamilton VENUS, Tecan Fluent and epMotion data exchange. Distinguish requested transfers from execution evidence and trace source wells to destinations.","url":"https://seal.run/integrations/workflows/liquid-handling-data-integration","integrationIds":["hamilton-venus","tecan-fluent","eppendorf-epmotion","thermo-kingfisher","cytiva-sepax-c-pro"],"blueprints":[]},{"id":"lims-result-integration","title":"LIMS integration for sample and result exchange","description":"Plan LabWare, LabVantage, SampleManager or Benchling data exchange with Seal. Define sample identity, result revisions, read access and controlled write-back.","url":"https://seal.run/integrations/workflows/lims-result-integration","integrationIds":["labware","labvantage","samplemanager","benchling","labguru","scinote"],"blueprints":[]},{"id":"erp-bom-integration","title":"ERP BOM integration for materials and manufacturing records","description":"Plan NetSuite, SAP S/4HANA and Dynamics 365 BOM exchange with Seal. Map revisions, component quantities, effectivity and controlled manufacturing write-back.","url":"https://seal.run/integrations/workflows/erp-bom-integration","integrationIds":["netsuite","sap","dynamics-365-supply-chain","oracle-fusion-scm","odoo","sage"],"blueprints":[]}],"entries":[{"id":"patient-hub","name":"Patient Hub","category":"Patient Services","workflowGuides":[],"connectionType":"Custom","description":"Connect patient-support updates with therapy operations. Configure benefits-verification status, information requests and selected therapy milestones around your provider’s interface and programme permissions.","url":"https://seal.run/integrations/patient-hub","documentation":{"url":"https://platform.seal.run/docs/getting-started/connect-integrations","scope":"general"},"connection":["Connect the patient-support information your programme needs to the records and actions in Seal. A hub may report benefits verification, prior-authorisation progress or a request for missing information. Seal can be configured to associate the update with the right case, assign follow-up and return selected therapy milestones through the provider’s supported interface.","Implement the exchange using Seal’s integrated scripts and APIs. Depending on what the hub supports, the design may retrieve updates on a schedule, receive provider events through an agreed endpoint, or process an agreed file exchange. The provider’s interface, authentication and programme permissions determine the method.","This is a scoped connection, with mapping, acknowledgement and recovery behaviour defined during implementation. Agree it with your contracted hub, test it in the available test environment and release the configured workflow through your team’s controls."]},{"id":"box","name":"Box","category":"Collaboration","workflowGuides":[],"connectionType":"Organisation library","description":"Share captured versions of selected Box files through @ in documents, comments and Neil. Choose a folder and explicit Seal groups; optional copying makes supported file text available to Neil.","url":"https://seal.run/integrations/box","documentation":{"url":"https://platform.seal.run/docs/integrations/box","scope":"provider"},"connection":["An organisation admin connects the source, selects records and chooses the Seal groups that can read their captures. Sharing starts after review and a successful sync. Use @ in documents, comments and Neil. Disabling sharing blocks new reads; turning text copying off removes stored text; disconnecting deletes the copies. Original links use the reader’s source-system permissions."]},{"id":"microsoft-teams","name":"Microsoft Teams","category":"Communication","workflowGuides":[],"connectionType":"Neil channel","description":"Chat with Neil in Microsoft Teams using your own Seal identity and permissions. Organisation setup guides administrators through app installation and Microsoft account linking.","url":"https://seal.run/integrations/microsoft-teams","documentation":{"url":"https://platform.seal.run/docs/integrations/microsoft-teams","scope":"provider"},"connection":["Follow the guided setup in Settings → Integrations. Your workspace administrator may need to approve the app. Each person connects their own identity so Neil follows their Seal permissions."]},{"id":"slack","name":"Slack","category":"Communication","workflowGuides":[],"connectionType":"Neil channel","description":"Chat with Neil from a connected Slack workspace using your own Seal permissions. Guided setup covers workspace installation, approval and opening the Neil app.","url":"https://seal.run/integrations/slack","documentation":{"url":"https://platform.seal.run/docs/integrations/slack","scope":"provider"},"connection":["Follow the guided setup in Settings → Integrations. Your workspace administrator may need to approve the app. Each person connects their own identity so Neil follows their Seal permissions."]},{"id":"outlook","name":"Microsoft Outlook","category":"Communication","workflowGuides":[],"connectionType":"Organisation library","description":"Reference selected emails from your Microsoft 365 mailbox in documents, comments and Neil. Optional copying includes the message body and basic headers. Attachments and shared mailboxes are excluded.","url":"https://seal.run/integrations/outlook","documentation":{"url":"https://platform.seal.run/docs/integrations/outlook","scope":"provider"},"connection":["An organisation admin connects the source, selects records and chooses the Seal groups that can read their captures. Sharing starts after review and a successful sync. Use @ in documents, comments and Neil. Disabling sharing blocks new reads; turning text copying off removes stored text; disconnecting deletes the copies. Original links use the reader’s source-system permissions."]},{"id":"docusign","name":"DocuSign","category":"Business Systems","workflowGuides":[],"connectionType":"Organisation library","description":"Reference completed DocuSign envelopes from Seal with captured combined PDFs and completion certificates. Optional text extraction lets Neil use readable content. This connection reads completed records; it does not send or sign envelopes.","url":"https://seal.run/integrations/docusign","documentation":{"url":"https://platform.seal.run/docs/integrations/docusign","scope":"provider"},"connection":["An organisation admin connects the source, selects records and chooses the Seal groups that can read their captures. Sharing starts after review and a successful sync. Use @ in documents, comments and Neil. Disabling sharing blocks new reads; turning text copying off removes stored text; disconnecting deletes the copies. Original links use the reader’s source-system permissions."]},{"id":"salesforce","name":"Salesforce","category":"Business Systems","workflowGuides":[],"connectionType":"Organisation library","description":"Share selected Account, Contact and Opportunity records through @ in Seal. Optional copies contain standard fields and the source modification timestamp; custom fields, files and related-record contents are excluded.","url":"https://seal.run/integrations/salesforce","documentation":{"url":"https://platform.seal.run/docs/integrations/salesforce","scope":"provider"},"connection":["An organisation admin connects the source, selects records and chooses the Seal groups that can read their captures. Sharing starts after review and a successful sync. Use @ in documents, comments and Neil. Disabling sharing blocks new reads; turning text copying off removes stored text; disconnecting deletes the copies. Original links use the reader’s source-system permissions."]},{"id":"benchling","name":"Benchling","category":"Business Systems","workflowGuides":["https://seal.run/integrations/workflows/ambr-15-250-lims-integration","https://seal.run/integrations/workflows/lims-result-integration"],"connectionType":"Organisation library","description":"Reference selected Benchling custom entities from accessible projects in Seal. Optional JSON copies contain entity fields, schema and registry details. Notebook entries, files and sequences are excluded.","url":"https://seal.run/integrations/benchling","documentation":{"url":"https://platform.seal.run/docs/integrations/benchling","scope":"provider"},"connection":["An organisation admin connects the source, selects records and chooses the Seal groups that can read their captures. Sharing starts after review and a successful sync. Use @ in documents, comments and Neil. Disabling sharing blocks new reads; turning text copying off removes stored text; disconnecting deletes the copies. Original links use the reader’s source-system permissions."]},{"id":"veeva-vault","name":"Veeva Vault","category":"Quality & Regulatory","workflowGuides":[],"connectionType":"Organisation library","description":"Connect an organisation Vault library, choose steady-state documents and share captured versions with selected Seal groups. Use @ in documents, comments and Neil, with optional text copying. Personal Vault AI actions remain available through Neil settings.","url":"https://seal.run/integrations/veeva-vault","documentation":{"url":"https://platform.seal.run/docs/integrations/veeva-vault","scope":"provider"},"connection":["The organisation library shares captured versions of selected steady-state documents with your chosen Seal groups. Optional text copying lets neil read supported document content through @ references.","For actions exposed by Vault AI, connect your personal Vault account in Settings → Neil → Integrations. Your administrator enables the available agent actions and API access; each call requires approval.","Broader document and record operations can be implemented through a scoped Vault API integration. These are separate from the organisation library and depend on your Vault applications, permissions and configured actions."],"providerReference":"https://general.veevavault.dev/vault-api/api-reference"},{"id":"veeva-qualitydocs","name":"Veeva Vault QualityDocs","category":"Quality & Regulatory","workflowGuides":[],"connectionType":"Custom","description":"Link controlled documents in Veeva Vault QualityDocs with quality work in Seal through a scoped Vault API integration. Agree which document versions, metadata and lifecycle states to exchange, and which system owns each record. Neil can also use document actions exposed through your configured Vault AI connection.","url":"https://seal.run/integrations/veeva-qualitydocs","documentation":{"url":"https://platform.seal.run/docs/getting-started/connect-integrations","scope":"general"},"connection":["Use Seal’s APIs or scripting engine for a connection tailored to your process. Agree the data mapping, access and direction of transfer before implementation."],"providerReference":"https://general.veevavault.dev/vault-api/api-reference"},{"id":"veeva-qms","name":"Veeva Vault QMS","category":"Quality & Regulatory","workflowGuides":[],"connectionType":"Custom","description":"Connect deviations, CAPAs and change controls in Veeva Vault QMS with related work in Seal through a scoped Vault API integration. Define record mappings, transfer direction and permissions for your process before implementation. Neil can also use record actions exposed through your configured Vault AI connection.","url":"https://seal.run/integrations/veeva-qms","documentation":{"url":"https://platform.seal.run/docs/getting-started/connect-integrations","scope":"general"},"connection":["Use Seal’s APIs or scripting engine for a connection tailored to your process. Agree the data mapping, access and direction of transfer before implementation."],"providerReference":"https://general.veevavault.dev/vault-api/api-reference"},{"id":"local-files","name":"Local Files","category":"File & API Integration","workflowGuides":["https://seal.run/integrations/workflows/pi-historian-batch-record-integration","https://seal.run/integrations/workflows/mettler-toledo-labx-batch-record-integration"],"connectionType":"Instrument Connection","description":"Connect and automatically process data from local file systems or network shares using Seal's IoT App file watching capabilities (for CSV, Excel, text, etc.) or write custom file parsing scripts. Ingest instrument outputs, logs, or other file-based data into Seal for centralized management and compliance.","url":"https://seal.run/integrations/local-files","documentation":{"url":"https://platform.seal.run/docs/integrations/on-site-equipment","scope":"general"},"connection":["Connect through Seal’s IoT app or a scoped integration. The instrument model, software version and available interfaces determine the connection method."]},{"id":"rest-api","name":"REST API","category":"File & API Integration","workflowGuides":[],"connectionType":"Custom","description":"Utilize Seal's comprehensive RESTful API endpoints to connect virtually any third-party system or develop custom applications. Automate bidirectional data exchange, trigger actions within Seal based on external events, and embed Seal functionalities into other platforms for compliant workflows.","url":"https://seal.run/integrations/rest-api","documentation":{"url":"https://platform.seal.run/docs/getting-started/connect-integrations","scope":"general"},"connection":["Use Seal’s APIs or scripting engine for a connection tailored to your process. Agree the data mapping, access and direction of transfer before implementation."]},{"id":"seal-scripts","name":"Seal Scripts","category":"File & API Integration","workflowGuides":["https://seal.run/integrations/workflows/netsuite-bom-batch-record-integration","https://seal.run/integrations/workflows/sap-bom-manufacturing-record-integration","https://seal.run/integrations/workflows/agilent-openlab-lims-integration","https://seal.run/integrations/workflows/malvern-zetasizer-lims-integration","https://seal.run/integrations/workflows/mettler-toledo-labx-batch-record-integration"],"connectionType":"Custom","description":"Leverage Seal's powerful, integrated Python scripting engine for ultimate flexibility. Create custom event triggers, automate complex multi-step compliance workflows, perform custom data validations, integrate with systems lacking standard APIs, and extend Seal's core functionality to meet unique business needs.","url":"https://seal.run/integrations/seal-scripts","documentation":{"url":"https://platform.seal.run/docs/entity-content/scripts","scope":"general"},"connection":["Use Seal’s APIs or scripting engine for a connection tailored to your process. Agree the data mapping, access and direction of transfer before implementation."]},{"id":"aws","name":"AWS","category":"Cloud Infrastructure","workflowGuides":[],"connectionType":"Data Sync","description":"Push critical data from Seal to your AWS environment for archival, analysis, or further processing. Utilize Seal ETL (Data Sync) to automatically transfer records or reports to services like S3, Redshift, or Glacier. Additionally, configure Seal Triggers (using Seal Scripts) to initiate actions in AWS, such as invoking Lambda functions or starting Step Function workflows, based on specific events or data changes within Seal, enabling powerful cross-platform automation.","url":"https://seal.run/integrations/aws","documentation":{"url":"https://platform.seal.run/docs/getting-started/connect-integrations","scope":"general"},"connection":["Configure event-driven data transfer with Seal ETL. Define the source of record, sync behaviour and handling of missing or duplicate data."]},{"id":"azure","name":"Azure","category":"Cloud Infrastructure","workflowGuides":[],"connectionType":"Data Sync","description":"Push critical data from Seal to your Azure environment for archival, analysis, or integration with other Azure services. Utilize Seal ETL (Data Sync) to automatically transfer records or reports to Azure Blob Storage, Azure Data Lake, or Azure SQL Database. Additionally, configure Seal Triggers (using Seal Scripts) to initiate actions in Azure, such as triggering Azure Functions or starting Azure Logic Apps, based on specific events or data changes within Seal, enabling powerful cross-platform automation.","url":"https://seal.run/integrations/azure","documentation":{"url":"https://platform.seal.run/docs/getting-started/connect-integrations","scope":"general"},"connection":["Configure event-driven data transfer with Seal ETL. Define the source of record, sync behaviour and handling of missing or duplicate data."]},{"id":"dropbox","name":"Dropbox","category":"Cloud Infrastructure","workflowGuides":[],"connectionType":"Data Sync","description":"Integrate Dropbox Business accounts using Seal ETL (Data Sync) or custom API connections. Automate file organization, enforce retention policies, monitor access permissions, and perform security verification for documents stored in Dropbox, ensuring compliance with data handling requirements.","url":"https://seal.run/integrations/dropbox","documentation":{"url":"https://platform.seal.run/docs/getting-started/connect-integrations","scope":"general"},"connection":["Configure event-driven data transfer with Seal ETL. Define the source of record, sync behaviour and handling of missing or duplicate data."]},{"id":"google-drive","name":"Google Drive","category":"Collaboration","workflowGuides":[],"connectionType":"Organisation library","description":"Select Google Drive files and supported Google document exports for shared @ references in Seal. Keep captured versions linked to their originals and choose whether Neil can read copied text.","url":"https://seal.run/integrations/google-drive","documentation":{"url":"https://platform.seal.run/docs/integrations/google-drive","scope":"provider"},"connection":["An organisation admin connects the source, selects records and chooses the Seal groups that can read their captures. Sharing starts after review and a successful sync. Use @ in documents, comments and Neil. Disabling sharing blocks new reads; turning text copying off removes stored text; disconnecting deletes the copies. Original links use the reader’s source-system permissions."]},{"id":"snowflake","name":"Snowflake","category":"Cloud Infrastructure","workflowGuides":[],"connectionType":"Custom","description":"Connect your Snowflake data warehouse with a 1-click integration. Simply send an invite link to your data team to establish a secure, compliant data pipeline. Push validated quality and operational data from Seal to Snowflake for enterprise-wide analytics and reporting, leveraging its powerful cloud data platform while maintaining full data integrity and audit trails.","url":"https://seal.run/integrations/snowflake","documentation":{"url":"https://platform.seal.run/docs/getting-started/connect-integrations","scope":"general"},"connection":["Use Seal’s APIs or scripting engine for a connection tailored to your process. Agree the data mapping, access and direction of transfer before implementation."]},{"id":"google-cloud-storage","name":"Google Cloud Storage","category":"Cloud Infrastructure","workflowGuides":[],"connectionType":"Custom","description":"Connect Google Cloud Storage (GCS) buckets using Seal's custom API integrations or Seal ETL. Automate the ingestion of files from GCS into Seal for processing or archiving, manage access controls, and ensure compliance for data stored in the cloud, complementing Google Drive integration.","url":"https://seal.run/integrations/google-cloud-storage","documentation":{"url":"https://platform.seal.run/docs/getting-started/connect-integrations","scope":"general"},"connection":["Use Seal’s APIs or scripting engine for a connection tailored to your process. Agree the data mapping, access and direction of transfer before implementation."]},{"id":"github","name":"GitHub","category":"Source Control","workflowGuides":[],"connectionType":"Seal App","description":"Leverage Seal's dedicated GitHub app for robust, GxP-compliant change control. Automate the linkage between Pull Requests and formal Change Orders, enforce review workflows based on risk, sync GitHub Issues with your QMS tasks, and maintain a complete, auditable history of software changes directly within Seal.","url":"https://seal.run/integrations/github","documentation":{"url":"https://platform.seal.run/docs/getting-started/connect-integrations","scope":"general"},"connection":["Use the dedicated Seal application. Review the permissions and installation requirements for your environment before connecting."]},{"id":"bitbucket","name":"Bitbucket","category":"Source Control","workflowGuides":[],"connectionType":"Custom","description":"Integrate Bitbucket repositories using Seal's custom API or scripting capabilities. Implement automated security scanning within CI/CD pipelines, validate code changes against compliance requirements (e.g., code reviews, testing evidence linked to Seal), and maintain traceability for software development lifecycles.","url":"https://seal.run/integrations/bitbucket","documentation":{"url":"https://platform.seal.run/docs/getting-started/connect-integrations","scope":"general"},"connection":["Use Seal’s APIs or scripting engine for a connection tailored to your process. Agree the data mapping, access and direction of transfer before implementation."]},{"id":"gitlab","name":"GitLab","category":"Source Control","workflowGuides":[],"connectionType":"Custom","description":"Connect GitLab projects and repositories via Seal's custom API or scripting engine. Automate security scanning (SAST/DAST) as part of merge request pipelines, enforce compliance checks on code changes, and link GitLab activities (commits, merge requests, issues) to Seal records for full SDLC traceability.","url":"https://seal.run/integrations/gitlab","documentation":{"url":"https://platform.seal.run/docs/getting-started/connect-integrations","scope":"general"},"connection":["Use Seal’s APIs or scripting engine for a connection tailored to your process. Agree the data mapping, access and direction of transfer before implementation."]},{"id":"netsuite","name":"NetSuite","category":"ERP","workflowGuides":["https://seal.run/integrations/workflows/netsuite-bom-batch-record-integration","https://seal.run/integrations/workflows/erp-bom-integration"],"connectionType":"Custom","description":"Connect selected NetSuite BOM revisions and component requirements to Seal batch records through a configured integration. Preserve the source definition beside actual material usage, and reconcile any separately configured manufacturing write-back.","url":"https://seal.run/integrations/netsuite","documentation":{"url":"https://platform.seal.run/docs/integrations/netsuite","scope":"provider"},"connection":["Use Seal’s APIs or scripting engine for a connection tailored to your process. Agree the data mapping, access and direction of transfer before implementation."]},{"id":"odoo","name":"Odoo","category":"ERP","workflowGuides":["https://seal.run/integrations/workflows/erp-bom-integration"],"connectionType":"Custom","description":"Connect Odoo ERP/Inventory modules with Seal using custom API integrations. Synchronize inventory data, purchase orders, and supplier information with Seal's QMS. Streamline workflows for receiving inspections, material qualification, and traceability.","url":"https://seal.run/integrations/odoo","documentation":{"url":"https://platform.seal.run/docs/getting-started/connect-integrations","scope":"general"},"connection":["Use Seal’s APIs or scripting engine for a connection tailored to your process. Agree the data mapping, access and direction of transfer before implementation."]},{"id":"sage","name":"Sage","category":"ERP","workflowGuides":["https://seal.run/integrations/workflows/erp-bom-integration"],"connectionType":"Custom","description":"Connect Sage ERP systems (e.g., Sage Intacct, Sage X3, Sage 100) using Seal's custom API integration. Synchronize financial, inventory, or manufacturing data with Seal QMS/LIMS modules. Streamline workflows for supplier management, batch costing, and compliance reporting.","url":"https://seal.run/integrations/sage","documentation":{"url":"https://platform.seal.run/docs/getting-started/connect-integrations","scope":"general"},"connection":["Use Seal’s APIs or scripting engine for a connection tailored to your process. Agree the data mapping, access and direction of transfer before implementation."]},{"id":"sap","name":"SAP S/4HANA Cloud","category":"ERP","workflowGuides":["https://seal.run/integrations/workflows/sap-bom-manufacturing-record-integration","https://seal.run/integrations/workflows/erp-bom-integration"],"connectionType":"Organisation library","description":"Reference selected SAP S/4HANA Cloud Public Edition business partners in Seal. Optional copies contain standard identity fields; captured values use a content hash as their Seal version. Bank details, addresses and transactions are excluded.","url":"https://seal.run/integrations/sap","documentation":{"url":"https://platform.seal.run/docs/integrations/sap-s-4hana","scope":"provider"},"connection":["An organisation admin connects the source, selects records and chooses the Seal groups that can read their captures. Sharing starts after review and a successful sync. Use @ in documents, comments and Neil. Disabling sharing blocks new reads; turning text copying off removes stored text; disconnecting deletes the copies. Original links use the reader’s source-system permissions."]},{"id":"grafana","name":"Grafana","category":"Analytics & Reporting","workflowGuides":[],"connectionType":"Custom","description":"Integrate Grafana dashboards via Seal's custom API connections. Push key quality metrics or compliance status data from Seal to Grafana for real-time visualization alongside operational data. Embed relevant Grafana panels within Seal records for contextual insights.","url":"https://seal.run/integrations/grafana","documentation":{"url":"https://platform.seal.run/docs/getting-started/connect-integrations","scope":"general"},"connection":["Use Seal’s APIs or scripting engine for a connection tailored to your process. Agree the data mapping, access and direction of transfer before implementation."]},{"id":"powerbi","name":"Microsoft Power BI","category":"Analytics & Reporting","workflowGuides":[],"connectionType":"Custom","description":"Connect Microsoft Power BI using Seal's custom API connections or utilize Seal ETL for pushing data. Visualize quality trends, compliance metrics, and operational KPIs stored in Seal within interactive Power BI dashboards. Embed reports in Seal for contextual analysis and informed decision-making.","url":"https://seal.run/integrations/powerbi","documentation":{"url":"https://platform.seal.run/docs/getting-started/connect-integrations","scope":"general"},"connection":["Use Seal’s APIs or scripting engine for a connection tailored to your process. Agree the data mapping, access and direction of transfer before implementation."]},{"id":"spotfire","name":"TIBCO Spotfire","category":"Analytics & Reporting","workflowGuides":[],"connectionType":"Custom","description":"Connect TIBCO Spotfire with Seal using custom API integrations or Seal ETL for data transfer. Push validated scientific or quality data from Seal into Spotfire for advanced visual analytics and exploration. Embed Spotfire visualizations within Seal records for richer contextual insights and reporting.","url":"https://seal.run/integrations/spotfire","documentation":{"url":"https://platform.seal.run/docs/getting-started/connect-integrations","scope":"general"},"connection":["Use Seal’s APIs or scripting engine for a connection tailored to your process. Agree the data mapping, access and direction of transfer before implementation."]},{"id":"tableau","name":"Tableau","category":"Analytics & Reporting","workflowGuides":[],"connectionType":"Custom","description":"Integrate Tableau with Seal using custom API connections or Seal ETL for data export. Feed quality, compliance, and operational data from Seal into Tableau for creating powerful dashboards and business intelligence reports. Embed Tableau views within Seal for easy access to visualizations.","url":"https://seal.run/integrations/tableau","documentation":{"url":"https://platform.seal.run/docs/getting-started/connect-integrations","scope":"general"},"connection":["Use Seal’s APIs or scripting engine for a connection tailored to your process. Agree the data mapping, access and direction of transfer before implementation."]},{"id":"quickbooks","name":"QuickBooks","category":"Business Systems","workflowGuides":[],"connectionType":"Custom","description":"Integrate QuickBooks Online or Desktop using Seal's custom API integration. Sync invoices, purchase orders, customer, and vendor data between QuickBooks and Seal QMS/LIMS. Automate financial reporting related to quality activities or lab services. Migration support available.","url":"https://seal.run/integrations/quickbooks","documentation":{"url":"https://platform.seal.run/docs/getting-started/connect-integrations","scope":"general"},"connection":["Use Seal’s APIs or scripting engine for a connection tailored to your process. Agree the data mapping, access and direction of transfer before implementation."]},{"id":"google-docs","name":"Google Docs","category":"Collaboration","workflowGuides":[],"connectionType":"Custom","description":"Connect Google Docs through Seal's custom API integration or Seal ETL for file processing. Automate document lifecycle management within Seal (draft, review, approval), track changes, enforce access controls, and link documents directly to relevant quality records (e.g., procedures linked to Training).","url":"https://seal.run/integrations/google-docs","documentation":{"url":"https://platform.seal.run/docs/getting-started/connect-integrations","scope":"general"},"connection":["Use Seal’s APIs or scripting engine for a connection tailored to your process. Agree the data mapping, access and direction of transfer before implementation."]},{"id":"google-sheets","name":"Google Sheets","category":"Collaboration","workflowGuides":[],"connectionType":"Custom","description":"Integrate Google Sheets using Seal's custom API connections or Seal ETL for data import/export. Automate data collection from sheets into Seal records, push structured data from Seal to sheets for reporting, and manage spreadsheet validation evidence within Seal.","url":"https://seal.run/integrations/google-sheets","documentation":{"url":"https://platform.seal.run/docs/getting-started/connect-integrations","scope":"general"},"connection":["Use Seal’s APIs or scripting engine for a connection tailored to your process. Agree the data mapping, access and direction of transfer before implementation."]},{"id":"jira","name":"Jira","category":"Collaboration","workflowGuides":[],"connectionType":"Custom","description":"Integrate Jira Software or Jira Service Management with Seal via custom API connections. Automate quality workflows by linking Jira issues (bugs, tasks, incidents) to Seal records (CAPAs, Deviations, Change Orders). Streamline issue tracking, reporting, and resolution within a compliant framework, enhancing traceability and reducing manual overhead.","url":"https://seal.run/integrations/jira","documentation":{"url":"https://platform.seal.run/docs/getting-started/connect-integrations","scope":"general"},"connection":["Use Seal’s APIs or scripting engine for a connection tailored to your process. Agree the data mapping, access and direction of transfer before implementation."]},{"id":"microsoft-excel","name":"Microsoft Excel","category":"Collaboration","workflowGuides":[],"connectionType":"Custom","description":"Integrate Microsoft Excel spreadsheets using Seal's custom API connections for data exchange or via Seal ETL for automated file processing. Extract data from structured Excel files into Seal records, generate reports from Seal data into templates, and manage spreadsheet validation evidence within Seal's compliant framework.","url":"https://seal.run/integrations/microsoft-excel","documentation":{"url":"https://platform.seal.run/docs/getting-started/connect-integrations","scope":"general"},"connection":["Use Seal’s APIs or scripting engine for a connection tailored to your process. Agree the data mapping, access and direction of transfer before implementation."]},{"id":"microsoft-sharepoint","name":"Microsoft SharePoint","category":"Collaboration","workflowGuides":[],"connectionType":"Organisation library","description":"Share selected versioned files from a SharePoint site with chosen Seal groups. Use @ references in documents, comments and Neil; optional text copying supports readable files. Opening the original uses each reader’s SharePoint permissions.","url":"https://seal.run/integrations/microsoft-sharepoint","documentation":{"url":"https://platform.seal.run/docs/integrations/sharepoint","scope":"provider"},"connection":["An organisation admin connects the source, selects records and chooses the Seal groups that can read their captures. Sharing starts after review and a successful sync. Use @ in documents, comments and Neil. Disabling sharing blocks new reads; turning text copying off removes stored text; disconnecting deletes the copies. Original links use the reader’s source-system permissions."]},{"id":"aspen-ip21","name":"Aspen InfoPlus.21","category":"Data Historian","workflowGuides":[],"connectionType":"Instrument Connection","description":"Connect to AspenTech InfoPlus.21 (IP.21) historian using Seal's IoT App (via OPC HDA/UA) or custom API integrations. Extract time-series data, event frames, and batch context into Seal. Associate critical process parameters (CPPs) with batch records (EBR) and quality events for enhanced process understanding and compliance.","url":"https://seal.run/integrations/aspen-ip21","documentation":{"url":"https://platform.seal.run/docs/integrations/industrial-data","scope":"general"},"connection":["Connect through Seal’s IoT app or a scoped integration. The instrument model, software version and available interfaces determine the connection method."]},{"id":"aveva-pi","name":"AVEVA PI System","category":"Data Historian","workflowGuides":["https://seal.run/integrations/workflows/pi-historian-batch-record-integration","https://seal.run/integrations/workflows/deltav-process-data-batch-record-integration"],"connectionType":"Instrument Connection","description":"Connect AVEVA PI System (formerly OSIsoft PI) using Seal's IoT App via OPC HDA/UA interfaces or custom SDK/API integrations. Ingest time-series process data, batch context, alarms, and events into Seal. Link critical process parameters to batch records (EBR), quality events, or LIMS results for enhanced traceability and compliance reporting.","url":"https://seal.run/integrations/aveva-pi","documentation":{"url":"https://platform.seal.run/docs/integrations/pi-historian","scope":"provider"},"connection":["Connect through Seal’s IoT app or a scoped integration. The instrument model, software version and available interfaces determine the connection method."]},{"id":"aveva-historian","name":"AVEVA Historian (Wonderware)","category":"Data Historian","workflowGuides":[],"connectionType":"Instrument Connection","description":"Integrate AVEVA Historian (formerly Wonderware) using Seal's IoT App (OPC HDA/UA) or custom API connections. Collect time-series data, alarms, and event information within Seal. Correlate manufacturing process data with quality records and batch information for comprehensive analysis and reporting.","url":"https://seal.run/integrations/aveva-historian","documentation":{"url":"https://platform.seal.run/docs/integrations/industrial-data","scope":"general"},"connection":["Connect through Seal’s IoT app or a scoped integration. The instrument model, software version and available interfaces determine the connection method."]},{"id":"ge-proficy-historian","name":"GE Proficy Historian","category":"Data Historian","workflowGuides":[],"connectionType":"Instrument Connection","description":"Connect to GE Proficy Historian using Seal's IoT App (OPC HDA/UA) or SDK-based custom integrations. Retrieve process tag data, alarms, and events. Link operational data stored in Proficy Historian to Seal's LIMS, EBR, or QMS modules for unified compliance documentation and process analysis.","url":"https://seal.run/integrations/ge-proficy-historian","documentation":{"url":"https://platform.seal.run/docs/integrations/industrial-data","scope":"general"},"connection":["Connect through Seal’s IoT app or a scoped integration. The instrument model, software version and available interfaces determine the connection method."]},{"id":"honeywell-phd","name":"Honeywell Uniformance PHD","category":"Data Historian","workflowGuides":[],"connectionType":"Instrument Connection","description":"Integrate Honeywell Uniformance Process History Database (PHD) using Seal's IoT App (OPC HDA/UA) or custom API connections. Collect process variables, alarms, and event data into Seal. Link historical process data to specific batches, quality events, or lab results for complete traceability and investigation support.","url":"https://seal.run/integrations/honeywell-phd","documentation":{"url":"https://platform.seal.run/docs/integrations/industrial-data","scope":"general"},"connection":["Connect through Seal’s IoT app or a scoped integration. The instrument model, software version and available interfaces determine the connection method."]},{"id":"opc-ua","name":"OPC UA","category":"Data Historian","workflowGuides":["https://seal.run/integrations/workflows/deltav-process-data-batch-record-integration"],"connectionType":"Instrument Connection","description":"Connect directly to OPC UA-enabled industrial equipment, PLCs, or lab instruments using Seal's IoT App. Securely collect real-time process parameters, sensor readings, and machine status data into Seal for monitoring, analysis, batch records, and compliance documentation in regulated manufacturing or lab environments.","url":"https://seal.run/integrations/opc-ua","documentation":{"url":"https://platform.seal.run/docs/integrations/industrial-data","scope":"general"},"connection":["Connect through Seal’s IoT app or a scoped integration. The instrument model, software version and available interfaces determine the connection method."]},{"id":"siemens-s7","name":"Siemens S7","category":"Data Historian","workflowGuides":[],"connectionType":"Instrument Connection","description":"Connect to Siemens S7 PLCs (S7-300, S7-400, S7-1200, S7-1500) using Seal's IoT App with native S7 protocol support. Collect real-time process data, batch parameters, and equipment status directly from Siemens automation systems. Integrate manufacturing floor data with electronic batch records and quality documentation for complete traceability.","url":"https://seal.run/integrations/siemens-s7","documentation":{"url":"https://platform.seal.run/docs/integrations/industrial-data","scope":"general"},"connection":["Connect through Seal’s IoT app or a scoped integration. The instrument model, software version and available interfaces determine the connection method."]},{"id":"emerson-deltav","name":"Emerson DeltaV","category":"Data Historian","workflowGuides":["https://seal.run/integrations/workflows/pi-historian-batch-record-integration","https://seal.run/integrations/workflows/deltav-process-data-batch-record-integration"],"connectionType":"Instrument Connection","description":"Connect to Emerson DeltaV distributed control systems using Seal's IoT App via OPC or native interfaces. Extract batch data, process parameters, alarms, and events from DeltaV Batch and Continuous Historian. Link DCS data directly to electronic batch records, deviation investigations, and quality events for complete manufacturing traceability.","url":"https://seal.run/integrations/emerson-deltav","documentation":{"url":"https://platform.seal.run/docs/integrations/deltav","scope":"provider"},"connection":["Connect through Seal’s IoT app or a scoped integration. The instrument model, software version and available interfaces determine the connection method."]},{"id":"jmp","name":"JMP","category":"Lab Instruments","workflowGuides":[],"connectionType":"Custom","description":"Integrate JMP statistical discovery software using custom scripting or file processing via Seal ETL. Link statistical analysis results, graphs, and reports from JMP to Seal ELN/LIMS records. Ensure traceability and compliance for data analysis performed as part of research or quality control.","url":"https://seal.run/integrations/jmp","documentation":{"url":"https://platform.seal.run/docs/getting-started/connect-integrations","scope":"general"},"connection":["Use Seal’s APIs or scripting engine for a connection tailored to your process. Agree the data mapping, access and direction of transfer before implementation."]},{"id":"agilent","name":"Agilent","category":"Lab Instruments","workflowGuides":[],"connectionType":"Instrument Connection","description":"Integrate Agilent instruments (e.g., HPLC, GC-MS) using Seal's IoT App (via file watching or OPC-UA if available) or custom connections. Automate the capture of instrument readings, sequence results, and audit trails into Seal ELN/LIMS, ensuring data integrity and GxP compliance for lab data.","url":"https://seal.run/integrations/agilent","documentation":{"url":"https://platform.seal.run/docs/integrations/on-site-equipment","scope":"general"},"connection":["Connect through Seal’s IoT app or a scoped integration. The instrument model, software version and available interfaces determine the connection method."]},{"id":"mettlertoledo","name":"Mettler Toledo","category":"Lab Instruments","workflowGuides":[],"connectionType":"Instrument Connection","description":"Integrate Mettler Toledo balances, titrators, and other instruments using Seal's IoT App (file watching, OPC-UA) or custom serial/network connections. Automate the recording of weighing results, measurements, and calibration data directly into Seal ELN/LIMS, ensuring accuracy and compliance.","url":"https://seal.run/integrations/mettlertoledo","documentation":{"url":"https://platform.seal.run/docs/integrations/on-site-equipment","scope":"general"},"connection":["Connect through Seal’s IoT app or a scoped integration. The instrument model, software version and available interfaces determine the connection method."]},{"id":"perkinelmer","name":"PerkinElmer","category":"Lab Instruments","workflowGuides":[],"connectionType":"Instrument Connection","description":"Connect PerkinElmer analytical instruments using Seal's IoT App (file watching) or custom integration methods. Automate the capture of instrument data (e.g., from spectroscopy, chromatography) into Seal ELN/LIMS, ensuring data integrity, traceability, and GxP compliance for research and QC labs.","url":"https://seal.run/integrations/perkinelmer","documentation":{"url":"https://platform.seal.run/docs/integrations/on-site-equipment","scope":"general"},"connection":["Connect through Seal’s IoT app or a scoped integration. The instrument model, software version and available interfaces determine the connection method."]},{"id":"sartorius","name":"Sartorius","category":"Lab Instruments","workflowGuides":[],"connectionType":"Instrument Connection","description":"Integrate Sartorius lab equipment (e.g., balances, bioreactors) using Seal's IoT App (file output, OPC-UA) or custom connections. Automate the collection of critical process parameters and weighing data into Seal ELN/LIMS or EBR, ensuring compliance and data accuracy for bioprocessing and lab workflows.","url":"https://seal.run/integrations/sartorius","documentation":{"url":"https://platform.seal.run/docs/integrations/on-site-equipment","scope":"general"},"connection":["Connect through Seal’s IoT app or a scoped integration. The instrument model, software version and available interfaces determine the connection method."]},{"id":"thermofisher","name":"Thermo Fisher Scientific","category":"Lab Instruments","workflowGuides":[],"connectionType":"Instrument Connection","description":"Connect Thermo Fisher Scientific instruments (e.g., mass spectrometers, sequencers) using Seal's IoT App (file watching) or custom integrations. Automate the transfer of complex instrument data and metadata into Seal ELN/LIMS, ensuring data integrity and regulatory compliance for analytical and research labs.","url":"https://seal.run/integrations/thermofisher","documentation":{"url":"https://platform.seal.run/docs/integrations/on-site-equipment","scope":"general"},"connection":["Connect through Seal’s IoT app or a scoped integration. The instrument model, software version and available interfaces determine the connection method."]},{"id":"waters","name":"Waters","category":"Lab Instruments","workflowGuides":[],"connectionType":"Instrument Connection","description":"Integrate Waters chromatography data systems (CDS) like Empower using Seal's IoT App (file watching) or custom connections. Automate the acquisition of chromatographic results, sequences, and audit trail information into Seal ELN/LIMS, streamlining data review and ensuring regulatory compliance (e.g., 21 CFR Part 11).","url":"https://seal.run/integrations/waters","documentation":{"url":"https://platform.seal.run/docs/integrations/on-site-equipment","scope":"general"},"connection":["Connect through Seal’s IoT app or a scoped integration. The instrument model, software version and available interfaces determine the connection method."]},{"id":"google-colab","name":"Google Colab","category":"Data Science","workflowGuides":[],"connectionType":"Custom","description":"Integrate Google Colab notebooks using Seal's custom API connections or by processing notebook files (.ipynb) via Seal ETL. Manage versions, track execution parameters, link analysis results to Seal records, and ensure reproducibility for data science and research workflows in a compliant manner.","url":"https://seal.run/integrations/google-colab","documentation":{"url":"https://platform.seal.run/docs/getting-started/connect-integrations","scope":"general"},"connection":["Use Seal’s APIs or scripting engine for a connection tailored to your process. Agree the data mapping, access and direction of transfer before implementation."]},{"id":"jupyter","name":"Jupyter Notebook","category":"Data Science","workflowGuides":[],"connectionType":"Custom","description":"Connect Jupyter Notebooks using Seal's custom API integrations or via file processing with Seal ETL. Version control notebooks within Seal, link analysis outputs to experimental records, parameterize executions for reproducibility, and maintain a compliant environment for data analysis and reporting.","url":"https://seal.run/integrations/jupyter","documentation":{"url":"https://platform.seal.run/docs/getting-started/connect-integrations","scope":"general"},"connection":["Use Seal’s APIs or scripting engine for a connection tailored to your process. Agree the data mapping, access and direction of transfer before implementation."]},{"id":"q-pulse","name":"Q-Pulse","category":"Quality & Regulatory","workflowGuides":[],"connectionType":"Organisation library","description":"Connect selected Q-Pulse (Ideagen Quality Management) data through your approved JSON API or gateway. Share captured responses with chosen Seal groups, then use @ references to ask neil about findings, actions and missing evidence. Available fields depend on your installation’s API contract.","url":"https://seal.run/integrations/q-pulse","documentation":{"url":"https://platform.seal.run/docs/integrations/q-pulse","scope":"provider"},"connection":["Q-Pulse, now Ideagen Quality Management, uses installation-specific interfaces. This configurable binding reads JSON objects or arrays from exact GET paths beneath an approved API prefix. Seal does not supply a Q-Pulse gateway or perform SOAP, Windows login or session-token exchange.","The entire selected JSON response is copied, including nested fields. The source endpoint must restrict its content to the intended records and columns. Credentials stay in the connection; the chosen Seal audience controls access to the copy."],"providerReference":"https://www.ideagen.com/products/q-pulse"},{"id":"dynamics-365","name":"Microsoft Dynamics 365","category":"Business Systems","workflowGuides":[],"connectionType":"Organisation library","description":"Connect Dynamics 365 Sales and CRM through Microsoft Dataverse. Select accounts, contacts, leads, opportunities, cases and products, then ask neil questions with @ references to their captured summaries. Keep source permissions and the Seal sharing audience explicit.","url":"https://seal.run/integrations/dynamics-365","documentation":{"url":"https://platform.seal.run/docs/integrations/microsoft-dynamics-365","scope":"provider"},"connection":["This connector uses commercial Dataverse Web API v9.2 and Microsoft Entra application credentials. The application user’s role limits table, row and column access. The selected Seal audience controls who can read copied summaries; individual CRM user permissions are not mirrored.","It captures documented summary fields, source update time, original status codes and available display labels. Opportunity amounts retain currency context. Custom columns, relationships, owners, notes, attachments, activities and order lines are excluded."],"providerReference":"https://learn.microsoft.com/en-us/power-apps/developer/data-platform/use-single-tenant-server-server-authentication"},{"id":"akta-unicorn","name":"ÄKTA UNICORN","category":"Lab Instruments","workflowGuides":["https://seal.run/integrations/workflows/akta-unicorn-lims-integration","https://seal.run/integrations/workflows/chromatography-data-integration"],"connectionType":"Instrument Connection","description":"Seal integrates ÄKTA UNICORN with your experiments, samples and review workflows. Collect instrument exports through Seal IoT, preserve the original files and map selected results into ordinary Seal fields.","url":"https://seal.run/integrations/akta-unicorn","documentation":{"url":"https://platform.seal.run/docs/integrations/akta-unicorn","scope":"provider"},"connection":["Collect completed exports through Seal IoT, retain the source File, and map selected values with a configured Seal Script. Acquisition and control stay in the vendor software. Selecting a listing does not install a parser or start acquisition."],"providerReference":"https://d3.cytivalifesciences.com/prod/IFU/29722731.pdf","instrument":{"manufacturer":"Cytiva","aliases":"Cytiva GE AKTA FPLC pure avant go pilot downstream purification chromatography PD process development","sourceEvidence":"ASCII curves and peak tables; keep the UNICORN result archive separately.","suggestedRecords":"One chromatography run linked to the experiment, column and source files; add fraction or peak records only when you need to track them individually.","contextToPreserve":"Run identity, column and method revision, channel names and units, time or volume axis, fraction identity, and evaluation revision.","interpretationCheck":"A volume axis is not a time axis. Export reduction, cropping and normalization change the curve. Record those choices; never silently treat a reduced export as the original acquisition."}},{"id":"sartorius-ambr-15","name":"Sartorius Ambr 15","category":"Lab Instruments","workflowGuides":["https://seal.run/integrations/workflows/ambr-15-250-lims-integration","https://seal.run/integrations/workflows/nova-bioprofile-flex2-lims-integration","https://seal.run/integrations/workflows/bioreactor-data-integration"],"connectionType":"Instrument Connection","description":"Seal integrates Sartorius Ambr 15 with your experiments, samples and review workflows. Collect instrument exports through Seal IoT, preserve the original files and map selected results into ordinary Seal fields.","url":"https://seal.run/integrations/sartorius-ambr-15","documentation":{"url":"https://platform.seal.run/docs/integrations/sartorius-ambr-15","scope":"provider"},"connection":["Collect completed exports through Seal IoT, retain the source File, and map selected values with a configured Seal Script. Acquisition and control stay in the vendor software. Selecting a listing does not install a parser or start acquisition."],"providerReference":"https://shop.sartorius.com/de/p/ambr15-lims-opc-server-module/001-1B18","instrument":{"manufacturer":"Sartorius","aliases":"ambr 15 cell culture fermentation upstream bioreactor PD process development","sourceEvidence":"Periodic CSV through the Ambr 15 LIMS module; confirm options for your model.","suggestedRecords":"One experiment with vessel references and source files; create sample results or chosen interval summaries in a Seal Script.","contextToPreserve":"Experiment ID, vessel ID, measurement time and timezone, parameter units, sample ID and run phase.","interpretationCheck":"Do not combine equal timestamps from different vessels. Ambr 15 export modules and Ambr 250 interfaces are not interchangeable; verify the installed configuration."}},{"id":"sartorius-ambr-250-high-throughput","name":"Sartorius Ambr 250 High Throughput","category":"Lab Instruments","workflowGuides":["https://seal.run/integrations/workflows/ambr-15-250-lims-integration","https://seal.run/integrations/workflows/nova-bioprofile-flex2-lims-integration","https://seal.run/integrations/workflows/beckman-vi-cell-blu-lims-integration","https://seal.run/integrations/workflows/bioreactor-data-integration"],"connectionType":"Instrument Connection","description":"Seal integrates Sartorius Ambr 250 High Throughput with your experiments, samples and review workflows. Collect instrument exports through Seal IoT, preserve the original files and map selected results into ordinary Seal fields.","url":"https://seal.run/integrations/sartorius-ambr-250-high-throughput","documentation":{"url":"https://platform.seal.run/docs/integrations/sartorius-ambr-250-high-throughput","scope":"provider"},"connection":["Collect completed exports through Seal IoT, retain the source File, and map selected values with a configured Seal Script. Acquisition and control stay in the vendor software. Selecting a listing does not install a parser or start acquisition."],"providerReference":"https://www.sartorius.com/en/knowledge/trainings/ambr-250-high-throughput-perfusion-basic-user-training","instrument":{"manufacturer":"Sartorius","aliases":"ambr 250 HT generation 1 2 gen1 gen2 perfusion fed batch upstream PD process development","sourceEvidence":"Experiment and result exports from the installed Ambr 250 High Throughput software.","suggestedRecords":"One experiment with linked vessels, original exports and selected process or sample results. Use a Seal Script to align chosen measurements and summaries.","contextToPreserve":"Experiment and vessel IDs, recipe revision, timestamps and timezone, parameters and units, setpoints versus measured values, sample links, feeds and run phases.","interpretationCheck":"Keep vessels and run phases distinct. Do not apply an Ambr 15 LIMS module or another Ambr 250 generation’s column mapping to this export without checking its schema."}},{"id":"sartorius-ambr-250-modular","name":"Sartorius Ambr 250 Modular","category":"Lab Instruments","workflowGuides":["https://seal.run/integrations/workflows/ambr-15-250-lims-integration","https://seal.run/integrations/workflows/bioreactor-data-integration"],"connectionType":"Instrument Connection","description":"Seal integrates Sartorius Ambr 250 Modular with your experiments, samples and review workflows. Collect instrument exports through Seal IoT, preserve the original files and map selected results into ordinary Seal fields.","url":"https://seal.run/integrations/sartorius-ambr-250-modular","documentation":{"url":"https://platform.seal.run/docs/integrations/sartorius-ambr-250-modular","scope":"provider"},"connection":["Collect completed exports through Seal IoT, retain the source File, and map selected values with a configured Seal Script. Acquisition and control stay in the vendor software. Selecting a listing does not install a parser or start acquisition."],"providerReference":"https://www.sartorius.com/download/490698/4/ambr250-modular-brochure-en-sartorius-e-data.pdf","instrument":{"manufacturer":"Sartorius","aliases":"ambr 250 modular upstream benchtop culture fermentation bioreactor PD process development","sourceEvidence":"Experiment and results exports from Ambr 250 Modular software.","suggestedRecords":"One experiment linked to vessel and source-file records, with selected results mapped into ordinary fields for cross-scale comparison.","contextToPreserve":"Experiment, module and vessel identity, process definition revision, variables and units, timestamps and timezone, samples and phase boundaries.","interpretationCheck":"Match by experiment and vessel identity, not position in a spreadsheet. Shared software lineage with High Throughput does not prove identical export settings or column layouts."}},{"id":"sartorius-biostat","name":"Sartorius Biostat and BioPAT","category":"Lab Instruments","workflowGuides":["https://seal.run/integrations/workflows/bioreactor-data-integration"],"connectionType":"Instrument Connection","description":"Seal integrates Sartorius Biostat and BioPAT with your experiments, samples and review workflows. Collect instrument exports through Seal IoT, preserve the original files and map selected results into ordinary Seal fields.","url":"https://seal.run/integrations/sartorius-biostat","documentation":{"url":"https://platform.seal.run/docs/integrations/sartorius-biostat","scope":"provider"},"connection":["Collect completed exports through Seal IoT, retain the source File, and map selected values with a configured Seal Script. Acquisition and control stay in the vendor software. Selecting a listing does not install a parser or start acquisition."],"providerReference":"https://www.sartorius.com/resource/blob/43064/73253898e2956825a4e0649d8dcbede2/broch-biopat-mfcs-scada-sbi1517-e--1--data.pdf","instrument":{"manufacturer":"Sartorius","aliases":"Biobrain Supervise Sartoflow TFF filtration upstream downstream fermentation reactor PD process development OPC UA","sourceEvidence":"Excel batch exports from BioPAT MFCS; OPC interfaces depend on version and modules.","suggestedRecords":"One process run with raw exports and equipment references; map selected summaries or sampled readings through ordinary Seal workflows.","contextToPreserve":"Batch and unit identity, process values versus setpoints, engineering units, timestamp timezone and phase boundaries.","interpretationCheck":"An OPC Classic DA server is not an OPC UA server. A vendor OPC module does not make it reachable from Seal cloud or enable collection in the released IoT installer."}},{"id":"eppendorf-dasware","name":"Eppendorf DASware","category":"Lab Instruments","workflowGuides":["https://seal.run/integrations/workflows/bioreactor-data-integration"],"connectionType":"Instrument Connection","description":"Seal integrates Eppendorf DASware with your experiments, samples and review workflows. Collect instrument exports through Seal IoT, preserve the original files and map selected results into ordinary Seal fields.","url":"https://seal.run/integrations/eppendorf-dasware","documentation":{"url":"https://platform.seal.run/docs/integrations/eppendorf-dasware","scope":"provider"},"connection":["Collect completed exports through Seal IoT, retain the source File, and map selected values with a configured Seal Script. Acquisition and control stay in the vendor software. Selecting a listing does not install a parser or start acquisition."],"providerReference":"https://www.eppendorf.com/product-media/doc/en/17423038/Fermentors-Bioreactors_Brochure_DASware_BioNsight_Rock-your-Bioprocess.pdf","instrument":{"manufacturer":"Eppendorf","aliases":"BioFlo DASGIP BioNsight upstream bioreactor fermentation PD process development","sourceEvidence":"Excel exports from DASware control; DASware connect is a separate interface option.","suggestedRecords":"One bioreactor run with vessel and source-file references; relate offline sample results to the same run.","contextToPreserve":"Vessel and batch identity, online versus offline values, calculation provenance, units, time basis and event context.","interpretationCheck":"A supported connection to a historian does not establish direct Seal support. Keep setpoints separate from measured values and avoid losing which vessel produced each result."}},{"id":"waters-empower","name":"Waters Empower","category":"Lab Instruments","workflowGuides":["https://seal.run/integrations/workflows/akta-unicorn-lims-integration","https://seal.run/integrations/workflows/waters-empower-lims-integration","https://seal.run/integrations/workflows/chromatography-data-integration"],"connectionType":"Instrument Connection","description":"Seal integrates Waters Empower with your experiments, samples and review workflows. Collect instrument exports through Seal IoT, preserve the original files and map selected results into ordinary Seal fields.","url":"https://seal.run/integrations/waters-empower","documentation":{"url":"https://platform.seal.run/docs/integrations/waters-empower","scope":"provider"},"connection":["Collect completed exports through Seal IoT, retain the source File, and map selected values with a configured Seal Script. Acquisition and control stay in the vendor software. Selecting a listing does not install a parser or start acquisition."],"providerReference":"https://support.waters.com/KB_Inf/Empower_Breeze/WKB10203_How_to_export_absorbance_units_from_Empower_and_plot_them_in_Microsoft_Excel","instrument":{"manufacturer":"Waters","aliases":"ACQUITY HPLC UPLC SEC purity titer chromatography PD process development","sourceEvidence":"ASCII raw-data exports (.arw) and separately configured result reports.","suggestedRecords":"One analytical result per injection or sample, linked to the experiment and original files; preserve reprocessed results as separate source revisions.","contextToPreserve":"Project, sample and injection identity, channel ID, result ID, processing method revision, detector units and acquisition time.","interpretationCheck":"Raw channel data and processed results have different identities. A re-export after reintegration must not silently replace previously reviewed peak values."}},{"id":"agilent-openlab","name":"Agilent OpenLab CDS","category":"Lab Instruments","workflowGuides":["https://seal.run/integrations/workflows/agilent-openlab-lims-integration","https://seal.run/integrations/workflows/chromatography-data-integration"],"connectionType":"Instrument Connection","description":"Seal integrates Agilent OpenLab CDS with your experiments, samples and review workflows. Collect instrument exports through Seal IoT, preserve the original files and map selected results into ordinary Seal fields.","url":"https://seal.run/integrations/agilent-openlab","documentation":{"url":"https://platform.seal.run/docs/integrations/agilent-openlab","scope":"provider"},"connection":["Collect completed exports through Seal IoT, retain the source File, and map selected values with a configured Seal Script. Acquisition and control stay in the vendor software. Selecting a listing does not install a parser or start acquisition."],"providerReference":"https://openlab.help.agilent.com/2.7/en/mergedProjects/DataAnalysis/18014405435599755.htm","instrument":{"manufacturer":"Agilent","aliases":"Agilent Infinity HPLC UPLC GC SEC chromatography PD process development","sourceEvidence":"CSV signals through the OpenLab CDS 2.x export plugin; reports configured separately.","suggestedRecords":"One injection result with references to signal files and reports; let a Seal Script map selected peak or assay values.","contextToPreserve":"Result-set and injection IDs, signal name and units, sample identity, processing method revision, delimiter and time axis.","interpretationCheck":"The CSV plugin excludes reference chromatograms. A signal export alone is not a complete result report or a replacement for the original CDS dataset."}},{"id":"thermo-chromeleon","name":"Thermo Scientific Chromeleon","category":"Lab Instruments","workflowGuides":["https://seal.run/integrations/workflows/thermo-chromeleon-lims-integration","https://seal.run/integrations/workflows/chromatography-data-integration"],"connectionType":"Instrument Connection","description":"Seal integrates Thermo Scientific Chromeleon with your experiments, samples and review workflows. Collect instrument exports through Seal IoT, preserve the original files and map selected results into ordinary Seal fields.","url":"https://seal.run/integrations/thermo-chromeleon","documentation":{"url":"https://platform.seal.run/docs/integrations/thermo-chromeleon","scope":"provider"},"connection":["Collect completed exports through Seal IoT, retain the source File, and map selected values with a configured Seal Script. Acquisition and control stay in the vendor software. Selecting a listing does not install a parser or start acquisition."],"providerReference":"https://docs.thermofisher.com/r/Chromeleon-7.3.2-Quick-Start-Guide/1561513995v2","instrument":{"manufacturer":"Thermo Fisher Scientific","aliases":"Dionex Vanquish Ultimate HPLC UPLC IC chromatography PD process development","sourceEvidence":"Report exports selected in the installed Chromeleon version.","suggestedRecords":"One injection or sequence result linked to source exports; choose the granularity in your existing template and Script.","contextToPreserve":"Sequence, injection and channel identity, report template, processing revision, units and result status.","interpretationCheck":"Report templates decide what is included. Confirm the export contains the intended quantitative values; a PDF report does not automatically supply the acquired signal or audit trail."}},{"id":"beckman-vi-cell-blu","name":"Beckman Coulter Vi-CELL BLU","category":"Lab Instruments","workflowGuides":["https://seal.run/integrations/workflows/beckman-vi-cell-blu-lims-integration","https://seal.run/integrations/workflows/bioreactor-data-integration"],"connectionType":"Instrument Connection","description":"Seal integrates Beckman Coulter Vi-CELL BLU with your experiments, samples and review workflows. Collect instrument exports through Seal IoT, preserve the original files and map selected results into ordinary Seal fields.","url":"https://seal.run/integrations/beckman-vi-cell-blu","documentation":{"url":"https://platform.seal.run/docs/integrations/beckman-vi-cell-blu","scope":"provider"},"connection":["Collect completed exports through Seal IoT, retain the source File, and map selected values with a configured Seal Script. Acquisition and control stay in the vendor software. Selecting a listing does not install a parser or start acquisition."],"providerReference":"https://www.beckman.fr/en/resources/reading-material/application-notes/vi-cell-blu-analyzer-data-exports-and-offline-analysis-instructions","instrument":{"manufacturer":"Beckman Coulter","aliases":"Beckman Vi CELL BLU cell counter viability density upstream PD process development","sourceEvidence":"Single-sample or multiple-sample CSV results; PDF and offline archives are separate.","suggestedRecords":"One sample analysis with numeric result fields and a source-file reference; link repeat measurements without overwriting prior results.","contextToPreserve":"Sample and analysis identity, cell type, dilution factor, total and viable density with scale and units, viability percent and analysis time.","interpretationCheck":"A multiple-sample CSV contains several analyses. Do not apply the dilution twice or confuse millions of cells per mL with cells per mL; the CSV is not the encrypted image archive."}},{"id":"sartorius-octet","name":"Sartorius Octet BLI","category":"Lab Instruments","workflowGuides":[],"connectionType":"Instrument Connection","description":"Seal integrates Sartorius Octet BLI with your experiments, samples and review workflows. Collect instrument exports through Seal IoT, preserve the original files and map selected results into ordinary Seal fields.","url":"https://seal.run/integrations/sartorius-octet","documentation":{"url":"https://platform.seal.run/docs/integrations/sartorius-octet","scope":"provider"},"connection":["Collect completed exports through Seal IoT, retain the source File, and map selected values with a configured Seal Script. Acquisition and control stay in the vendor software. Selecting a listing does not install a parser or start acquisition."],"providerReference":"https://www.sartorius.com/en/products/biolayer-interferometry/octet-systems-software","instrument":{"manufacturer":"Sartorius","aliases":"Fortebio Octet BLI biolayer interferometry kinetics affinity titer potency PD process development","sourceEvidence":"Excel analysis reports; available CSV exports depend on the analysis and software version.","suggestedRecords":"One assay analysis with sample or sensor results as needed, linked to the source report and experiment.","contextToPreserve":"Experiment, sensor, sample and well identity, dilution, reference subtraction, fit model, units, fit quality and analysis revision.","interpretationCheck":"BLI and SPR use different software and exports. Fitted affinity or concentration values need their fit and quality context; a failed fit is not zero."}},{"id":"molecular-devices-softmax-pro","name":"Molecular Devices SoftMax Pro","category":"Lab Instruments","workflowGuides":["https://seal.run/integrations/workflows/softmax-pro-lims-integration","https://seal.run/integrations/workflows/hamilton-venus-lims-integration","https://seal.run/integrations/workflows/tecan-fluentcontrol-lims-integration","https://seal.run/integrations/workflows/plate-reader-lims-integration"],"connectionType":"Instrument Connection","description":"Seal integrates Molecular Devices SoftMax Pro with your experiments, samples and review workflows. Collect instrument exports through Seal IoT, preserve the original files and map selected results into ordinary Seal fields.","url":"https://seal.run/integrations/molecular-devices-softmax-pro","documentation":{"url":"https://platform.seal.run/docs/integrations/molecular-devices-softmax-pro","scope":"provider"},"connection":["Collect completed exports through Seal IoT, retain the source File, and map selected values with a configured Seal Script. Acquisition and control stay in the vendor software. Selecting a listing does not install a parser or start acquisition."],"providerReference":"https://www.moleculardevices.com/sites/default/files/en/assets/user-guide/br/softmax-pro-user-guide-v7-1-2.pdf","instrument":{"manufacturer":"Molecular Devices","aliases":"SpectraMax ELISA plate reader absorbance fluorescence potency PD process development","sourceEvidence":"Text, Excel or XML exports; select raw, reduced or both plate data.","suggestedRecords":"One plate assay with source files and selected sample results linked to the experiment. Create well records only if the workflow needs individual tracking.","contextToPreserve":"Plate ID, well address, sample and dilution, raw versus reduced values, units, protocol and analysis revision.","interpretationCheck":"Do not flatten a plate matrix without preserving well coordinates. Raw and reduced data have different meanings, and signed XML requires the appropriate vendor licence."}},{"id":"malvern-zetasizer","name":"Malvern Zetasizer","category":"Lab Instruments","workflowGuides":["https://seal.run/integrations/workflows/malvern-zetasizer-lims-integration"],"connectionType":"Instrument Connection","description":"Seal integrates Malvern Zetasizer with your experiments, samples and review workflows. Collect instrument exports through Seal IoT, preserve the original files and map selected results into ordinary Seal fields.","url":"https://seal.run/integrations/malvern-zetasizer","documentation":{"url":"https://platform.seal.run/docs/integrations/malvern-zetasizer","scope":"provider"},"connection":["Collect completed exports through Seal IoT, retain the source File, and map selected values with a configured Seal Script. Acquisition and control stay in the vendor software. Selecting a listing does not install a parser or start acquisition."],"providerReference":"https://www.malvernpanalytical.com/de/assets/software_update_notification_for_zsxplorer_3_1_0_01_tcm57-97915.pdf","instrument":{"manufacturer":"Malvern Panalytical","aliases":"Malvern Panalytical DLS particle size PDI zeta aggregation formulation PD process development","sourceEvidence":"CSV parameter and statistics tables from ZS Xplorer Analyze workspaces.","suggestedRecords":"One sample measurement or approved summary with references to the source files and formulation experiment.","contextToPreserve":"Sample and measurement identity, dispersant, temperature, units, reported statistic, distribution weighting and quality indicators.","interpretationCheck":"Intensity-, volume- and number-weighted sizes are not interchangeable. A summary CSV is not the full correlation data, and export layouts vary with software version."}},{"id":"mettler-toledo-labx","name":"METTLER TOLEDO LabX","category":"Lab Instruments","workflowGuides":["https://seal.run/integrations/workflows/mettler-toledo-labx-batch-record-integration"],"connectionType":"Instrument Connection","description":"Seal integrates METTLER TOLEDO LabX with your experiments, samples and review workflows. Collect instrument exports through Seal IoT, preserve the original files and map selected results into ordinary Seal fields.","url":"https://seal.run/integrations/mettler-toledo-labx","documentation":{"url":"https://platform.seal.run/docs/integrations/mettler-toledo-labx","scope":"provider"},"connection":["Collect completed exports through Seal IoT, retain the source File, and map selected values with a configured Seal Script. Acquisition and control stay in the vendor software. Selecting a listing does not install a parser or start acquisition."],"providerReference":"https://www.mt.com/dam/LabDiv/LabX/Downloads/2016/licensing/LabX%20Licensing%20sheet%20EN.pdf","instrument":{"manufacturer":"METTLER TOLEDO","aliases":"Mettler Toledo LabX balance weighing titration pH density PD process development","sourceEvidence":"CSV or XML through the LabX Auto Import / Export option.","suggestedRecords":"One weighing or analytical task with typed results and source evidence; relate it to the sample or material record.","contextToPreserve":"Task and sample identity, instrument ID, result units, net/tare/gross distinction, stability status and measurement time where supplied.","interpretationCheck":"A LabX export licence does not add a direct balance driver to Seal. Confirm what the configured export includes; a number without its unit and result kind is not sufficient."}},{"id":"nova-bioprofile-flex2","name":"Nova BioProfile FLEX2","category":"Lab Instruments","workflowGuides":["https://seal.run/integrations/workflows/ambr-15-250-lims-integration","https://seal.run/integrations/workflows/nova-bioprofile-flex2-lims-integration","https://seal.run/integrations/workflows/beckman-vi-cell-blu-lims-integration","https://seal.run/integrations/workflows/bioreactor-data-integration"],"connectionType":"Instrument Connection","description":"Seal integrates Nova BioProfile FLEX2 with your experiments, samples and review workflows. Collect instrument exports through Seal IoT, preserve the original files and map selected results into ordinary Seal fields.","url":"https://seal.run/integrations/nova-bioprofile-flex2","documentation":{"url":"https://platform.seal.run/docs/integrations/nova-bioprofile-flex2","scope":"provider"},"connection":["Collect completed exports through Seal IoT, retain the source File, and map selected values with a configured Seal Script. Acquisition and control stay in the vendor software. Selecting a listing does not install a parser or start acquisition."],"providerReference":"https://novabiomedicaldocs.com/wp-content/uploads/filr/26707/LPN-57960-BioProfile-FLEX2-IFU-EN-Manual.pdf","instrument":{"manufacturer":"Nova Biomedical","aliases":"Nova Biomedical BioProfile FLEX 2 metabolites glucose lactate ammonia cell culture upstream ambr PD","sourceEvidence":"Sample-result CSV exports; collect QC results and images separately.","suggestedRecords":"One sample analysis containing the selected chemistry and cell results, linked to its culture sample and original export. Keep repeat analyses distinct.","contextToPreserve":"Analyzer and analysis identity, sample and vessel references, collection and analysis times, analyte names, units, dilution settings and result flags.","interpretationCheck":"A monthly file contains old and new analyses. Deduplicate by source analysis identity, never by filename alone. Missing modules, failed results and values outside range must not become zero."}},{"id":"ysi-2900","name":"YSI 2900 and 2950","category":"Lab Instruments","workflowGuides":["https://seal.run/integrations/workflows/bioreactor-data-integration"],"connectionType":"Instrument Connection","description":"Seal integrates YSI 2900 and 2950 with your experiments, samples and review workflows. Collect instrument exports through Seal IoT, preserve the original files and map selected results into ordinary Seal fields.","url":"https://seal.run/integrations/ysi-2900","documentation":{"url":"https://platform.seal.run/docs/integrations/ysi-2900","scope":"provider"},"connection":["Collect completed exports through Seal IoT, retain the source File, and map selected values with a configured Seal Script. Acquisition and control stay in the vendor software. Selecting a listing does not install a parser or start acquisition."],"providerReference":"https://www.ysi.com/lab-notebook/video/life-science-viewing-and-exporting-data","instrument":{"manufacturer":"YSI","aliases":"Xylem YSI 2900D 2950D glucose lactate glutamine glutamate biochemistry fermentation upstream PD","sourceEvidence":"Exported sample sessions; retain calibration data separately.","suggestedRecords":"One sample analysis with selected metabolite fields, linked to the culture and source session export. Keep replicates as separate analyses.","contextToPreserve":"Instrument, session and sample identity, analyte and unit, measurement time and timezone, dilution settings, calibration context and result status.","interpretationCheck":"A session can contain several samples and repeat readings. Distinguish assay results from calibration results, and do not infer sample identity from the order of rows."}},{"id":"repligen-solovpe","name":"Repligen SoloVPE","category":"Lab Instruments","workflowGuides":[],"connectionType":"Instrument Connection","description":"Seal integrates Repligen SoloVPE with your experiments, samples and review workflows. Collect instrument exports through Seal IoT, preserve the original files and map selected results into ordinary Seal fields.","url":"https://seal.run/integrations/repligen-solovpe","documentation":{"url":"https://platform.seal.run/docs/integrations/repligen-solovpe","scope":"provider"},"connection":["Collect completed exports through Seal IoT, retain the source File, and map selected values with a configured Seal Script. Acquisition and control stay in the vendor software. Selecting a listing does not install a parser or start acquisition."],"providerReference":"https://www.repligen.com/Products/analytics/solovpe/resources/DOC0126-CTech-SoloVPE-System-User-Manual%28V3-Software%29.pdf","instrument":{"manufacturer":"Repligen","aliases":"CTech Solo VPE ViPER SecureVPT WinUV variable pathlength protein concentration downstream PD","sourceEvidence":"CSV data saved by V3 WinUV software, plus retained run reports; confirm ViPER exports separately.","suggestedRecords":"One concentration analysis linked to the sample, method and source files. Preserve replicate measurements and the accepted result explicitly.","contextToPreserve":"Sample and run identity, concentration and unit, extinction coefficient and its unit convention, wavelength, slope, fit quality, method revision and suitability evidence.","interpretationCheck":"The Quick Check CSV contains instrument checks, not sample concentration results. A change in extinction coefficient or analysis settings can change concentration without a new sample measurement."}},{"id":"unchained-lunatic","name":"Unchained Labs Lunatic","category":"Lab Instruments","workflowGuides":[],"connectionType":"Instrument Connection","description":"Seal integrates Unchained Labs Lunatic with your experiments, samples and review workflows. Collect instrument exports through Seal IoT, preserve the original files and map selected results into ordinary Seal fields.","url":"https://seal.run/integrations/unchained-lunatic","documentation":{"url":"https://platform.seal.run/docs/integrations/unchained-lunatic","scope":"provider"},"connection":["Collect completed exports through Seal IoT, retain the source File, and map selected values with a configured Seal Script. Acquisition and control stay in the vendor software. Selecting a listing does not install a parser or start acquisition."],"providerReference":"https://www.unchainedlabs.com/lunatic/","instrument":{"manufacturer":"Unchained Labs","aliases":"Lunatic Unchained Labs UV Vis ProteinQuan Unmix concentration purity plate biologics genomics PD","sourceEvidence":"Excel reports with a saved column layout; retain spectra and the original experiment separately.","suggestedRecords":"One plate experiment with linked sample analyses; put selected concentration and purity values on each sample analysis and retain the full report.","contextToPreserve":"Experiment, plate, well and sample identity, application, blank group, concentration and unit, extinction coefficient, analysis revision and any Unmix results used.","interpretationCheck":"A well is unique only within its plate and experiment. Blank corrections, application changes and Unmix processing can change reported values; preserve the analysis choices rather than treating all concentration columns as equivalent."}},{"id":"proteinsimple-maurice","name":"ProteinSimple Maurice","category":"Lab Instruments","workflowGuides":[],"connectionType":"Instrument Connection","description":"Seal integrates ProteinSimple Maurice with your experiments, samples and review workflows. Collect instrument exports through Seal IoT, preserve the original files and map selected results into ordinary Seal fields.","url":"https://seal.run/integrations/proteinsimple-maurice","documentation":{"url":"https://platform.seal.run/docs/integrations/proteinsimple-maurice","scope":"provider"},"connection":["Collect completed exports through Seal IoT, retain the source File, and map selected values with a configured Seal Script. Acquisition and control stay in the vendor software. Selecting a listing does not install a parser or start acquisition."],"providerReference":"https://resources.bio-techne.com/bio-techne-assets/docs/literature/046-295-revb-maurice-user-guide.pdf","instrument":{"manufacturer":"Bio-Techne","aliases":"Bio-Techne ProteinSimple MauriceFlex Maurice C Maurice S Compass for iCE cIEF CE SDS charge variants purity capillary electrophoresis PD","sourceEvidence":"Compass for iCE results-table and electropherogram exports, plus retained injection reports.","suggestedRecords":"One sample injection analysis with chosen purity or charge-variant summaries. Retain electropherograms as files; create individual peak records only when the workflow needs them.","contextToPreserve":"Run and injection identity, sample, cartridge and assay type, method and analysis revision, peak names, integration choices, pI or migration axis, units and result warnings.","interpretationCheck":"CE-SDS and cIEF results describe different properties. Do not merge identically named columns across assays or treat a manually reintegrated peak table as unchanged acquisition data."}},{"id":"thermo-nanodrop-one","name":"Thermo Scientific NanoDrop One","category":"Lab Instruments","workflowGuides":[],"connectionType":"Instrument Connection","description":"Seal integrates Thermo Scientific NanoDrop One with your experiments, samples and review workflows. Collect instrument exports through Seal IoT, preserve the original files and map selected results into ordinary Seal fields.","url":"https://seal.run/integrations/thermo-nanodrop-one","documentation":{"url":"https://platform.seal.run/docs/integrations/thermo-nanodrop-one","scope":"provider"},"connection":["Collect completed exports through Seal IoT, retain the source File, and map selected values with a configured Seal Script. Acquisition and control stay in the vendor software. Selecting a listing does not install a parser or start acquisition."],"providerReference":"https://tools.thermofisher.com/content/sfs/manuals/3091-NanoDrop-One-Help-UG-en.pdf","instrument":{"manufacturer":"Thermo Fisher Scientific","aliases":"Thermo Fisher NanoDrop One OneC UV Vis absorbance A260 A280 purity concentration nucleic acid protein PD","sourceEvidence":"CSV measurement results and TSV spectra; native SQL exports are vendor archives.","suggestedRecords":"One sample measurement with selected concentration and purity fields linked to its result file and spectrum. Keep repeat measurements distinct.","contextToPreserve":"Experiment and measurement identity, sample, application, concentration unit, absorbance ratios, blank, pathlength convention, dilution and reported quality flags.","interpretationCheck":"The SQL export is a NanoDrop archive, not a cloud database connection. Concentration units and calculation factors depend on the application; an absorbance ratio alone does not establish sample acceptability."}},{"id":"roche-cedex-bio-ht","name":"Roche Cedex Bio HT","category":"Lab Instruments","workflowGuides":["https://seal.run/integrations/workflows/bioreactor-data-integration"],"connectionType":"Instrument Connection","description":"Seal integrates Roche Cedex Bio HT with your experiments, samples and review workflows. Collect instrument exports through Seal IoT, preserve the original files and map selected results into ordinary Seal fields.","url":"https://seal.run/integrations/roche-cedex-bio-ht","documentation":{"url":"https://platform.seal.run/docs/integrations/roche-cedex-bio-ht","scope":"provider"},"connection":["Collect completed exports through Seal IoT, retain the source File, and map selected values with a configured Seal Script. Acquisition and control stay in the vendor software. Selecting a listing does not install a parser or start acquisition."],"providerReference":"https://manualzz.com/doc/6860573/roche-ht-cedex-bio-ht-analyzer-operator-s-manual","instrument":{"manufacturer":"Roche","aliases":"Cedex BioHT Bio HT Roche glucose lactate glutamine ammonia IgG fermentation upstream PD","sourceEvidence":"Archived sample-result files from Cedex Bio HT; verify the selected text export layout.","suggestedRecords":"One sample analysis linked to its culture sample, with selected metabolite or titer fields and the original result archive.","contextToPreserve":"Instrument, order, sample and test identity; measurement time, analyte, unit, dilution, result flags and accepted-result status.","interpretationCheck":"An order can contain several tests and reruns. Match individual result identities and retain flags; archiving results is not a complete instrument backup."}},{"id":"roche-cedex-hires","name":"Roche Cedex HiRes","category":"Lab Instruments","workflowGuides":[],"connectionType":"Instrument Connection","description":"Seal integrates Roche Cedex HiRes with your experiments, samples and review workflows. Collect instrument exports through Seal IoT, preserve the original files and map selected results into ordinary Seal fields.","url":"https://seal.run/integrations/roche-cedex-hires","documentation":{"url":"https://platform.seal.run/docs/integrations/roche-cedex-hires","scope":"provider"},"connection":["Collect completed exports through Seal IoT, retain the source File, and map selected values with a configured Seal Script. Acquisition and control stay in the vendor software. Selecting a listing does not install a parser or start acquisition."],"providerReference":"https://elabdoc-prod.roche.com/eLD/api/downloads/b3b9f7d3-8340-eb11-0291-005056a71a5d?countryIsoCode=DE","instrument":{"manufacturer":"Roche","aliases":"Roche Cedex Hi Res HiRes cell count viability aggregates diameter Control Center upstream PD","sourceEvidence":"Measurement results exported to Excel; preserve images and native archives separately.","suggestedRecords":"One cell-count analysis linked to the culture sample, with selected numeric results and a reference to the source export.","contextToPreserve":"Measurement and sample identity, cell type, dilution, viable and total cell density, viability, diameter, aggregation and processing revision.","interpretationCheck":"Reprocessing images can change the result without a new acquisition. Keep the acquisition identity and processing revision separate; do not multiply an already corrected density by dilution again."}},{"id":"chemometec-nucleocounter-nc-202","name":"ChemoMetec NucleoCounter NC-202","category":"Lab Instruments","workflowGuides":[],"connectionType":"Instrument Connection","description":"Seal integrates ChemoMetec NucleoCounter NC-202 with your experiments, samples and review workflows. Collect instrument exports through Seal IoT, preserve the original files and map selected results into ordinary Seal fields.","url":"https://seal.run/integrations/chemometec-nucleocounter-nc-202","documentation":{"url":"https://platform.seal.run/docs/integrations/chemometec-nucleocounter-nc-202","scope":"provider"},"connection":["Collect completed exports through Seal IoT, retain the source File, and map selected values with a configured Seal Script. Acquisition and control stay in the vendor software. Selecting a listing does not install a parser or start acquisition."],"providerReference":"https://d4.chemometec.com/files/dokument10265.htm","instrument":{"manufacturer":"ChemoMetec","aliases":"NucleoCounter NC202 NC 202 ChemoMetec NucleoView Via2 cell viability count upstream PD","sourceEvidence":"NC-202 CSV result files, with PDF reports and native .cm data retained as needed.","suggestedRecords":"One sample count analysis with selected density and viability fields, linked to the source files and existing culture record.","contextToPreserve":"Sample, instrument and measurement identity, cassette context, dilution, density units, viability, protocol and result status.","interpretationCheck":"NC-202 output must be mapped using its own documented schema. Another NucleoCounter model or NucleoView version can expose different columns and analysis conventions."}},{"id":"advanced-instruments-osmotech-xt","name":"Advanced Instruments OsmoTECH XT","category":"Lab Instruments","workflowGuides":[],"connectionType":"Instrument Connection","description":"Seal integrates Advanced Instruments OsmoTECH XT with your experiments, samples and review workflows. Collect instrument exports through Seal IoT, preserve the original files and map selected results into ordinary Seal fields.","url":"https://seal.run/integrations/advanced-instruments-osmotech-xt","documentation":{"url":"https://platform.seal.run/docs/integrations/advanced-instruments-osmotech-xt","scope":"provider"},"connection":["Collect completed exports through Seal IoT, retain the source File, and map selected values with a configured Seal Script. Acquisition and control stay in the vendor software. Selecting a listing does not install a parser or start acquisition."],"providerReference":"https://manualzz.com/doc/80672483/advanced-instruments-osmotech-xt-service-manual","instrument":{"manufacturer":"Advanced Instruments","aliases":"Nova Biomedical Advanced Instruments OsmoTECH XT osmometer osmolality media formulation buffer PD","sourceEvidence":"CSV results and PDF reports exported to USB or an approved network folder.","suggestedRecords":"One osmolality analysis linked to its media, buffer or formulation sample and source export.","contextToPreserve":"Sample and result identity, instrument serial number, measurement time, osmolality unit, result status and associated control evidence.","interpretationCheck":"Osmolality per kilogram is not osmolarity per liter. Keep control measurements separate from sample results and do not assign a numeric value to an unsuccessful freezing measurement."}},{"id":"repligen-krosflo","name":"Repligen KrosFlo KR2i and KMPi","category":"Lab Instruments","workflowGuides":[],"connectionType":"Instrument Connection","description":"Seal integrates Repligen KrosFlo KR2i and KMPi with your experiments, samples and review workflows. Collect instrument exports through Seal IoT, preserve the original files and map selected results into ordinary Seal fields.","url":"https://seal.run/integrations/repligen-krosflo","documentation":{"url":"https://platform.seal.run/docs/integrations/repligen-krosflo","scope":"provider"},"connection":["Collect completed exports through Seal IoT, retain the source File, and map selected values with a configured Seal Script. Acquisition and control stay in the vendor software. Selecting a listing does not install a parser or start acquisition."],"providerReference":"https://www.repligen.com/products/downstream-filtration/krosflo-tff-systems/kf-comm-2-software","instrument":{"manufacturer":"Repligen","aliases":"Repligen Kros Flo KrosFlo KR2i KMPi KF Comm 2 KFCOMM2 TFF UF DF downstream filtration PD","sourceEvidence":"Completed trial-data exports from KF Comm 2; confirm the installed export format.","suggestedRecords":"One filtration trial with source traces and selected phase summaries linked to the experiment, membrane and feed or pool samples.","contextToPreserve":"Trial and recipe identity, filter and membrane area, mode and phase, time axis, pressure and flow units, feed and permeate quantities, sampling interval and endpoint settings.","interpretationCheck":"Pressure, transmembrane pressure, flow and membrane-area-normalized flux are different quantities. Preserve phase boundaries and measured values separately from recipe setpoints."}},{"id":"unchained-big-tuna","name":"Unchained Labs Big Tuna","category":"Lab Instruments","workflowGuides":[],"connectionType":"Instrument Connection","description":"Seal integrates Unchained Labs Big Tuna with your experiments, samples and review workflows. Collect instrument exports through Seal IoT, preserve the original files and map selected results into ordinary Seal fields.","url":"https://seal.run/integrations/unchained-big-tuna","documentation":{"url":"https://platform.seal.run/docs/integrations/unchained-big-tuna","scope":"provider"},"connection":["Collect completed exports through Seal IoT, retain the source File, and map selected values with a configured Seal Script. Acquisition and control stay in the vendor software. Selecting a listing does not install a parser or start acquisition."],"providerReference":"https://www2.unchainedlabs.com/wp-content/uploads/2021/11/AN-Automated-platform-buffer-screening-for-multiple-proteins-on-Big-Tuna.pdf","instrument":{"manufacturer":"Unchained Labs","aliases":"Unchained Labs Big Tuna buffer exchange UF DF formulation Unfilter downstream PD","sourceEvidence":"Excel data exports from Big Tuna Client.","suggestedRecords":"One buffer-exchange experiment linked to its sample wells, with selected endpoint results on the resulting formulation samples.","contextToPreserve":"Experiment, plate, well and sample identity, buffer, cycle number, starting and final volume, target and achieved exchange, concentration target and method settings.","interpretationCheck":"Target exchange and achieved exchange are different values. Keep measured concentration assays separate from concentration targets or calculations based only on volume."}},{"id":"unchained-uncle","name":"Unchained Labs Uncle","category":"Lab Instruments","workflowGuides":[],"connectionType":"Instrument Connection","description":"Seal integrates Unchained Labs Uncle with your experiments, samples and review workflows. Collect instrument exports through Seal IoT, preserve the original files and map selected results into ordinary Seal fields.","url":"https://seal.run/integrations/unchained-uncle","documentation":{"url":"https://platform.seal.run/docs/integrations/unchained-uncle","scope":"provider"},"connection":["Collect completed exports through Seal IoT, retain the source File, and map selected values with a configured Seal Script. Acquisition and control stay in the vendor software. Selecting a listing does not install a parser or start acquisition."],"providerReference":"https://www.unchainedlabs.com/wp-content/uploads/2021/11/TN-Uncle-suits-up-with-compliant-features.pdf","instrument":{"manufacturer":"Unchained Labs","aliases":"Unchained Labs Uncle nanoDSF DSF DLS SLS melting thermal aggregation formulation PD","sourceEvidence":"Excel fluorescence exports and retained analysis reports; verify layouts for each analysis mode.","suggestedRecords":"One stability analysis per sample and method, linked to the formulation and source traces, with selected transition or aggregation results.","contextToPreserve":"Experiment and sample position, formulation, concentration, temperature program, analysis mode, wavelength or signal convention, fitted transitions and analysis revision.","interpretationCheck":"Unfolding transitions, aggregation onset and hydrodynamic size describe different properties. Preserve multiple transitions and absent fits rather than forcing every sample into one melting-temperature field."}},{"id":"proteinsimple-jess","name":"ProteinSimple Jess","category":"Lab Instruments","workflowGuides":[],"connectionType":"Instrument Connection","description":"Seal integrates ProteinSimple Jess with your experiments, samples and review workflows. Collect instrument exports through Seal IoT, preserve the original files and map selected results into ordinary Seal fields.","url":"https://seal.run/integrations/proteinsimple-jess","documentation":{"url":"https://platform.seal.run/docs/integrations/proteinsimple-jess","scope":"provider"},"connection":["Collect completed exports through Seal IoT, retain the source File, and map selected values with a configured Seal Script. Acquisition and control stay in the vendor software. Selecting a listing does not install a parser or start acquisition."],"providerReference":"https://resources.bio-techne.com/bio-techne-assets/docs/software/Simple%20Western/CompassforSW_6.1.0/User%20Guides/Compass%20SW%20Software%20User%20Guide.pdf","instrument":{"manufacturer":"Bio-Techne","aliases":"Bio-Techne ProteinSimple Jess Compass Simple Western immunoassay chemiluminescence fluorescence protein PD","sourceEvidence":"Compass for Simple Western result tables and raw trace exports, plus PDF run reports.","suggestedRecords":"One sample-capillary analysis with selected target signals or normalized results linked to its run and source files.","contextToPreserve":"Run, capillary and sample identity, target and channel, antibody context, loading, peak integration, normalization, molecular-weight convention and analysis revision.","interpretationCheck":"Raw peak area and normalized expression are not interchangeable. Keep target, detection channel and normalization reference explicit, and retain changes to peak integration."}},{"id":"cytiva-biacore-insight","name":"Cytiva Biacore Insight","category":"Lab Instruments","workflowGuides":[],"connectionType":"Instrument Connection","description":"Seal integrates Cytiva Biacore Insight with your experiments, samples and review workflows. Collect instrument exports through Seal IoT, preserve the original files and map selected results into ordinary Seal fields.","url":"https://seal.run/integrations/cytiva-biacore-insight","documentation":{"url":"https://platform.seal.run/docs/integrations/cytiva-biacore-insight","scope":"provider"},"connection":["Collect completed exports through Seal IoT, retain the source File, and map selected values with a configured Seal Script. Acquisition and control stay in the vendor software. Selecting a listing does not install a parser or start acquisition."],"providerReference":"https://cdn.cytivalifesciences.com/api/public/content/digi-18070-pdf","instrument":{"manufacturer":"Cytiva","aliases":"Cytiva Biacore Insight 1K 1K+ 8K 8K+ SPR affinity kinetics ligand analyte binding PD","sourceEvidence":"Excel evaluation exports and retained reports; native database exports are separate.","suggestedRecords":"One binding evaluation linked to the molecule, ligand and source runs, with selected fit parameters and supporting sensorgrams.","contextToPreserve":"Run, cycle, surface and sample identity, ligand and analyte, concentration series, referencing, fit model, kinetic and affinity units, temperature and evaluation revision.","interpretationCheck":"An apparent affinity from one model is not interchangeable with another. Preserve reference subtraction, model and concentration context; native database transfer files are not spreadsheet results."}},{"id":"wyatt-astra","name":"Waters Wyatt ASTRA","category":"Lab Instruments","workflowGuides":[],"connectionType":"Instrument Connection","description":"Seal integrates Waters Wyatt ASTRA with your experiments, samples and review workflows. Collect instrument exports through Seal IoT, preserve the original files and map selected results into ordinary Seal fields.","url":"https://seal.run/integrations/wyatt-astra","documentation":{"url":"https://platform.seal.run/docs/integrations/wyatt-astra","scope":"provider"},"connection":["Collect completed exports through Seal IoT, retain the source File, and map selected values with a configured Seal Script. Acquisition and control stay in the vendor software. Selecting a listing does not install a parser or start acquisition."],"providerReference":"https://www.wyatt.com/products/software/astra.html","instrument":{"manufacturer":"Waters Wyatt","aliases":"Waters Wyatt ASTRA DAWN miniDAWN microDAWN Optilab MALS SEC MALS AF4 molar mass aggregates PD","sourceEvidence":"ASTRA text exports of selected data and result tables, with original experiment files retained.","suggestedRecords":"One sample evaluation with selected peak-level mass or size results and source files; add peak records when the study tracks them individually.","contextToPreserve":"Experiment and injection identity, sample, separation method, detector configuration, peak boundaries, concentration method, dn/dc, molar-mass and size units, and analysis revision.","interpretationCheck":"Mass calculations depend on concentration and optical assumptions. Do not treat molar mass, hydrodynamic radius and radius of gyration as interchangeable measurements."}},{"id":"wyatt-dynamics","name":"Waters Wyatt DYNAMICS","category":"Lab Instruments","workflowGuides":[],"connectionType":"Instrument Connection","description":"Seal integrates Waters Wyatt DYNAMICS with your experiments, samples and review workflows. Collect instrument exports through Seal IoT, preserve the original files and map selected results into ordinary Seal fields.","url":"https://seal.run/integrations/wyatt-dynamics","documentation":{"url":"https://platform.seal.run/docs/integrations/wyatt-dynamics","scope":"provider"},"connection":["Collect completed exports through Seal IoT, retain the source File, and map selected values with a configured Seal Script. Acquisition and control stay in the vendor software. Selecting a listing does not install a parser or start acquisition."],"providerReference":"https://www.wyatt.com/products/software/dynamics.html","instrument":{"manufacturer":"Waters Wyatt","aliases":"Waters Wyatt DYNAMICS DynaPro Plate Reader NanoStar ZetaStar DLS SLS hydrodynamic radius formulation PD","sourceEvidence":"Exported result tables and CSV data underlying graphs; preserve experiment files separately.","suggestedRecords":"One sample measurement or well summary linked to its experiment and raw exports, with selected size and dispersity fields.","contextToPreserve":"Experiment, well and acquisition identity, sample, temperature, viscosity, size definition, distribution weighting, dispersity, filters and analysis revision.","interpretationCheck":"Radius is not diameter, and intensity-weighted distributions are not number-weighted distributions. Filtering acquisitions changes the summarized population; preserve the filter selection."}},{"id":"malvern-nanosight","name":"Malvern Panalytical NanoSight","category":"Lab Instruments","workflowGuides":[],"connectionType":"Instrument Connection","description":"Seal integrates Malvern Panalytical NanoSight with your experiments, samples and review workflows. Collect instrument exports through Seal IoT, preserve the original files and map selected results into ordinary Seal fields.","url":"https://seal.run/integrations/malvern-nanosight","documentation":{"url":"https://platform.seal.run/docs/integrations/malvern-nanosight","scope":"provider"},"connection":["Collect completed exports through Seal IoT, retain the source File, and map selected values with a configured Seal Script. Acquisition and control stay in the vendor software. Selecting a listing does not install a parser or start acquisition."],"providerReference":"https://www.malvernpanalytical.com/fr/learn/knowledge-center/insights/nanosight-sample-assistant-qa?noamp=mobile","instrument":{"manufacturer":"Malvern Panalytical","aliases":"Malvern Panalytical NanoSight NS300 LM10 NS500 NTA nanoparticle tracking extracellular vesicle exosome LNP PD","sourceEvidence":"NTA CSV analysis results and PDF reports; retain acquisition videos separately.","suggestedRecords":"One particle analysis linked to its sample, with selected size and concentration summaries and references to reports, distributions and retained videos.","contextToPreserve":"Sample and acquisition identity, dilution, temperature, viscosity, camera and detection settings, analyzed tracks, size distribution, concentration unit and analysis revision.","interpretationCheck":"Particle concentration is not automatically a count of the biological species of interest. Preserve dilution and detection settings; differently processed videos may yield different populations."}},{"id":"agilent-tapestation","name":"Agilent TapeStation","category":"Lab Instruments","workflowGuides":[],"connectionType":"Instrument Connection","description":"Seal integrates Agilent TapeStation with your experiments, samples and review workflows. Collect instrument exports through Seal IoT, preserve the original files and map selected results into ordinary Seal fields.","url":"https://seal.run/integrations/agilent-tapestation","documentation":{"url":"https://platform.seal.run/docs/integrations/agilent-tapestation","scope":"provider"},"connection":["Collect completed exports through Seal IoT, retain the source File, and map selected values with a configured Seal Script. Acquisition and control stay in the vendor software. Selecting a listing does not install a parser or start acquisition."],"providerReference":"https://www.agilent.com/en/product/automated-electrophoresis/tapestation-systems/tapestation-software/tapestation-software-379381","instrument":{"manufacturer":"Agilent","aliases":"Agilent TapeStation 2200 4150 4200 ScreenTape D1000 D5000 RNA RINe DIN DQN library QC PD","sourceEvidence":"CSV or XML exports from TapeStation Analysis Software, with reports and native runs retained.","suggestedRecords":"One sample-lane analysis with selected concentration, fragment and integrity results, linked to the assay and original files.","contextToPreserve":"Run, sample and lane identity, ScreenTape assay, ladder context, concentration and size units, regions, integrity metric and analysis revision.","interpretationCheck":"RINe, DIN and region-based metrics describe different assays. Keep ladder and sample lanes distinct, and preserve the region used when a result is calculated over a selected size range."}},{"id":"agilent-bioanalyzer","name":"Agilent 2100 Bioanalyzer","category":"Lab Instruments","workflowGuides":[],"connectionType":"Instrument Connection","description":"Seal integrates Agilent 2100 Bioanalyzer with your experiments, samples and review workflows. Collect instrument exports through Seal IoT, preserve the original files and map selected results into ordinary Seal fields.","url":"https://seal.run/integrations/agilent-bioanalyzer","documentation":{"url":"https://platform.seal.run/docs/integrations/agilent-bioanalyzer","scope":"provider"},"connection":["Collect completed exports through Seal IoT, retain the source File, and map selected values with a configured Seal Script. Acquisition and control stay in the vendor software. Selecting a listing does not install a parser or start acquisition."],"providerReference":"https://community.agilent.com/knowledge/automated-electrophoresis-portal/kmp/automated-electrophoresis-articles/kp954.how-to-use-the-bioanalyzer-with-lims-software","instrument":{"manufacturer":"Agilent","aliases":"Agilent 2100 Bioanalyzer Expert RNA RIN DNA protein chip electropherogram PD","sourceEvidence":"XML exports from 2100 Expert software, with native chip data and reports retained.","suggestedRecords":"One sample-well analysis linked to its chip run and source data, with selected assay-specific quality or concentration results.","contextToPreserve":"Chip, well and sample identity, assay and reagent context, ladder or marker status, peak or region definitions, size and concentration units, quality flags and analysis revision.","interpretationCheck":"RNA, DNA and protein assays have different result structures. Do not interpret a protein size in kDa as a nucleic-acid length in bases or treat ladder entries as sample peaks."}},{"id":"thermo-quantstudio","name":"Applied Biosystems QuantStudio","category":"Lab Instruments","workflowGuides":[],"connectionType":"Instrument Connection","description":"Seal integrates Applied Biosystems QuantStudio with your experiments, samples and review workflows. Collect instrument exports through Seal IoT, preserve the original files and map selected results into ordinary Seal fields.","url":"https://seal.run/integrations/thermo-quantstudio","documentation":{"url":"https://platform.seal.run/docs/integrations/thermo-quantstudio","scope":"provider"},"connection":["Collect completed exports through Seal IoT, retain the source File, and map selected values with a configured Seal Script. Acquisition and control stay in the vendor software. Selecting a listing does not install a parser or start acquisition."],"providerReference":"https://documents.thermofisher.com/TFS-Assets/LSG/manuals/MAN0018202_QuantStDesgnAnalysisModule_v2_Connect_UG.pdf","instrument":{"manufacturer":"Thermo Fisher Scientific","aliases":"Thermo Fisher Applied Biosystems QuantStudio 3 5 6 7 Flex Design Analysis qPCR Ct Cq PCR PD","sourceEvidence":"Analyzed result exports from Design and Analysis software; retain plate data and reports.","suggestedRecords":"One well-target result linked to the assay run and sample, with reviewed replicate summaries only when the workflow requires them.","contextToPreserve":"Plate, well, sample and target identity, task and control type, Cq or Ct convention, baseline and threshold settings, quantity units, replicate grouping and analysis revision.","interpretationCheck":"An undetermined Cq is not zero. Controls, standards and unknowns have different roles, and a threshold or baseline change can alter results without another PCR run."}},{"id":"bio-rad-cfx-maestro","name":"Bio-Rad CFX Maestro","category":"Lab Instruments","workflowGuides":[],"connectionType":"Instrument Connection","description":"Seal integrates Bio-Rad CFX Maestro with your experiments, samples and review workflows. Collect instrument exports through Seal IoT, preserve the original files and map selected results into ordinary Seal fields.","url":"https://seal.run/integrations/bio-rad-cfx-maestro","documentation":{"url":"https://platform.seal.run/docs/integrations/bio-rad-cfx-maestro","scope":"provider"},"connection":["Collect completed exports through Seal IoT, retain the source File, and map selected values with a configured Seal Script. Acquisition and control stay in the vendor software. Selecting a listing does not install a parser or start acquisition."],"providerReference":"https://www.bio-rad.com/webroot/web/pdf/lsr/literature/10000068703.pdf","instrument":{"manufacturer":"Bio-Rad","aliases":"Bio Rad BioRad CFX96 CFX384 CFX Opus Maestro CFX Manager qPCR Cq Ct expression PD","sourceEvidence":"CFX Maestro data exports using the configured file or LIMS layout, plus retained reports.","suggestedRecords":"One well-target result with selected qPCR fields, linked to its sample and run; use separate reviewed expression summaries where needed.","contextToPreserve":"Run, plate, well, sample and target identity, fluorophore, control role, Cq, baseline and threshold settings, normalization targets, replicate groups and analysis revision.","interpretationCheck":"Cq, relative expression and normalized fold change are different outputs. Preserve reference targets and efficiency assumptions; do not convert failed or undetermined wells into numeric zeros."}},{"id":"bio-rad-qx200","name":"Bio-Rad QX200","category":"Lab Instruments","workflowGuides":[],"connectionType":"Instrument Connection","description":"Seal integrates Bio-Rad QX200 with your experiments, samples and review workflows. Collect instrument exports through Seal IoT, preserve the original files and map selected results into ordinary Seal fields.","url":"https://seal.run/integrations/bio-rad-qx200","documentation":{"url":"https://platform.seal.run/docs/integrations/bio-rad-qx200","scope":"provider"},"connection":["Collect completed exports through Seal IoT, retain the source File, and map selected values with a configured Seal Script. Acquisition and control stay in the vendor software. Selecting a listing does not install a parser or start acquisition."],"providerReference":"https://www.bio-rad.com/sites/default/files/webroot/web/pdf/lsr/literature/10000107224.pdf","instrument":{"manufacturer":"Bio-Rad","aliases":"Bio Rad BioRad QX200 QX Manager QuantaSoft ddPCR droplet digital PCR vector titer copy number PD","sourceEvidence":"CSV result-table exports from QX software; retain amplitude data and native plate files separately.","suggestedRecords":"One well-target digital-PCR result linked to its sample and source plate, with separately defined replicate or titer summaries.","contextToPreserve":"Plate, well, sample and target identity, assay and channel, accepted droplet count, positive and negative populations, thresholds, concentration unit, uncertainty and dilution context.","interpretationCheck":"Copies per microliter of reaction are not automatically copies per milliliter of original material. Any dilution, extraction, reaction-volume or titer conversion must be explicit and traceable."}},{"id":"thermo-qubit-4","name":"Invitrogen Qubit 4","category":"Lab Instruments","workflowGuides":[],"connectionType":"Instrument Connection","description":"Seal integrates Invitrogen Qubit 4 with your experiments, samples and review workflows. Collect instrument exports through Seal IoT, preserve the original files and map selected results into ordinary Seal fields.","url":"https://seal.run/integrations/thermo-qubit-4","documentation":{"url":"https://platform.seal.run/docs/integrations/thermo-qubit-4","scope":"provider"},"connection":["Collect completed exports through Seal IoT, retain the source File, and map selected values with a configured Seal Script. Acquisition and control stay in the vendor software. Selecting a listing does not install a parser or start acquisition."],"providerReference":"https://documents.thermofisher.com/TFS-Assets/LSG/manuals/MAN0017209-Qubit4Fluorometer-UG.pdf","instrument":{"manufacturer":"Thermo Fisher Scientific","aliases":"Thermo Fisher Invitrogen Qubit 4 dsDNA RNA protein fluorometer concentration nucleic acid PD","sourceEvidence":"CSV measurement results and PDF reports exported through USB.","suggestedRecords":"One sample quantification result linked to the assay, source export and downstream preparation record.","contextToPreserve":"Measurement and sample identity, assay and range, concentration unit, original sample volume, dilution settings, standard context, time and result status.","interpretationCheck":"Assay-tube concentration and original-sample concentration differ. Preserve the entered sample volume and any pre-dilution rather than applying a second correction to the reported result."}},{"id":"agilent-biotek-gen5","name":"Agilent BioTek Gen5","category":"Lab Instruments","workflowGuides":["https://seal.run/integrations/workflows/plate-reader-lims-integration"],"connectionType":"Instrument Connection","description":"Seal integrates Agilent BioTek Gen5 with your experiments, samples and review workflows. Collect instrument exports through Seal IoT, preserve the original files and map selected results into ordinary Seal fields.","url":"https://seal.run/integrations/agilent-biotek-gen5","documentation":{"url":"https://platform.seal.run/docs/integrations/agilent-biotek-gen5","scope":"provider"},"connection":["Collect completed exports through Seal IoT, retain the source File, and map selected values with a configured Seal Script. Acquisition and control stay in the vendor software. Selecting a listing does not install a parser or start acquisition."],"providerReference":"https://community.agilent.com/technical/cell-analysis/f/forum/6528/cell-metrics-export","instrument":{"manufacturer":"Agilent","aliases":"Agilent BioTek Gen5 Synergy Cytation Epoch ELx fluorescence absorbance luminescence plate reader PD","sourceEvidence":"Configured Excel or text-file exports from Gen5 experiments and protocols.","suggestedRecords":"One plate assay linked to sample-well results, with chosen endpoint or kinetic summaries and the original exports.","contextToPreserve":"Experiment, plate, well and sample identity, read mode, wavelengths, time or kinetic cycle, blank correction, standard curve, dilution and calculation revision.","interpretationCheck":"Raw absorbance, fluorescence or luminescence is not a concentration. Preserve the blank, standard curve and dilution used for calculated results, and keep kinetic timepoints distinct from endpoint summaries."}},{"id":"bio-rad-ngc-chromlab","name":"Bio-Rad NGC ChromLab","category":"Lab Instruments","workflowGuides":["https://seal.run/integrations/workflows/chromatography-data-integration"],"connectionType":"Instrument Connection","description":"Seal integrates Bio-Rad NGC ChromLab with your experiments, samples and review workflows. Collect instrument exports through Seal IoT, preserve the original files and map selected results into ordinary Seal fields.","url":"https://seal.run/integrations/bio-rad-ngc-chromlab","documentation":{"url":"https://platform.seal.run/docs/integrations/bio-rad-ngc-chromlab","scope":"provider"},"connection":["Collect completed exports through Seal IoT, retain the source File, and map selected values with a configured Seal Script. Acquisition and control stay in the vendor software. Selecting a listing does not install a parser or start acquisition."],"providerReference":"https://www.bio-rad.com/webroot/web/pdf/lsr/literature/10026255.pdf","instrument":{"manufacturer":"Bio-Rad","aliases":"Bio Rad BioRad NGC ChromLab chromatography FPLC purification fractions downstream PD","sourceEvidence":"Chromatogram CSV exports, with reports and native run or method files retained separately.","suggestedRecords":"One chromatography run linked to its source files, column and experiment, with selected peak or fraction records where the workflow tracks them.","contextToPreserve":"Run and method identity, column, sample, detector channels and units, time or volume axis, fraction boundaries, peak integration and evaluation revision.","interpretationCheck":"A chromatogram image or diagnostic-log archive is not a numeric run export. Keep time and volume axes distinct and preserve revised peak or fraction boundaries."}},{"id":"bd-facsdiva","name":"BD FACSDiva","category":"Lab Instruments","workflowGuides":[],"connectionType":"Instrument Connection","description":"Seal integrates BD FACSDiva with your experiments, samples and review workflows. Collect instrument exports through Seal IoT, preserve the original files and map selected results into ordinary Seal fields.","url":"https://seal.run/integrations/bd-facsdiva","documentation":{"url":"https://platform.seal.run/docs/integrations/bd-facsdiva","scope":"provider"},"connection":["Collect completed exports through Seal IoT, retain the source File, and map selected values with a configured Seal Script. Acquisition and control stay in the vendor software. Selecting a listing does not install a parser or start acquisition."],"providerReference":"https://www.bdbiosciences.com/en-gb/products/software/instrument-software/bd-facsdiva-software","instrument":{"manufacturer":"BD Biosciences","aliases":"BD FACS Canto II LSR Fortessa Symphony FACSDiva flow cytometry immunophenotyping","sourceEvidence":"FCS event files, exported statistics and PDF worksheets from FACSDiva.","suggestedRecords":"One tube or well analysis linked to its sample, with selected population counts, percentages and fluorescence statistics. Keep the FCS events as File content.","contextToPreserve":"Tube and panel; Population statistics; Compensation and gates; Source and revision.","interpretationCheck":"A percentage of parent and a percentage of all events can describe the same gate with different values. Preserve the denominator and gating hierarchy; an FCS file alone does not encode the full reviewed worksheet."}},{"id":"beckman-cytoflex","name":"Beckman Coulter CytoFLEX","category":"Lab Instruments","workflowGuides":[],"connectionType":"Instrument Connection","description":"Seal integrates Beckman Coulter CytoFLEX with your experiments, samples and review workflows. Collect instrument exports through Seal IoT, preserve the original files and map selected results into ordinary Seal fields.","url":"https://seal.run/integrations/beckman-cytoflex","documentation":{"url":"https://platform.seal.run/docs/integrations/beckman-cytoflex","scope":"provider"},"connection":["Collect completed exports through Seal IoT, retain the source File, and map selected values with a configured Seal Script. Acquisition and control stay in the vendor software. Selecting a listing does not install a parser or start acquisition."],"providerReference":"https://www.beckman.com/flow-cytometry/research-flow-cytometers/cytoflex/cytoflex-startup-guide/experiment-setup","instrument":{"manufacturer":"Beckman Coulter","aliases":"Cyto FLEX CytExpert CytoFLEX S LX Beckman flow cytometry","sourceEvidence":"CytExpert statistics CSV files with retained FCS data and experiment files.","suggestedRecords":"One sample acquisition analysis with selected gate statistics and references to the experiment evidence.","contextToPreserve":"Sample acquisition; Gate statistics; Volume and compensation; Source and revision.","interpretationCheck":"Events per volume and events within a selected gate are different measures. Preserve the acquisition volume convention and distinguish mean, median and geometric mean intensity."}},{"id":"cytek-aurora","name":"Cytek Aurora","category":"Lab Instruments","workflowGuides":[],"connectionType":"Instrument Connection","description":"Seal integrates Cytek Aurora with your experiments, samples and review workflows. Collect instrument exports through Seal IoT, preserve the original files and map selected results into ordinary Seal fields.","url":"https://seal.run/integrations/cytek-aurora","documentation":{"url":"https://platform.seal.run/docs/integrations/cytek-aurora","scope":"provider"},"connection":["Collect completed exports through Seal IoT, retain the source File, and map selected values with a configured Seal Script. Acquisition and control stay in the vendor software. Selecting a listing does not install a parser or start acquisition."],"providerReference":"https://cytekbio.com/blogs/webinars-videos/batch-analysis","instrument":{"manufacturer":"Cytek Biosciences","aliases":"Cytek Aurora Northern Lights SpectroFlo spectral flow unmixing","sourceEvidence":"SpectroFlo FCS files, batch-analysis statistics and worksheet plots.","suggestedRecords":"One sample population analysis linked to the panel, reference controls and source FCS files.","contextToPreserve":"Sample and panel; Population result; Unmixing revision; Source and revision.","interpretationCheck":"Raw detector signals and unmixed fluorophore channels are not interchangeable. A new reference control or autofluorescence extraction can change results without another acquisition."}},{"id":"thermo-attune-nxt","name":"Thermo Fisher Attune NxT","category":"Lab Instruments","workflowGuides":[],"connectionType":"Instrument Connection","description":"Seal integrates Thermo Fisher Attune NxT with your experiments, samples and review workflows. Collect instrument exports through Seal IoT, preserve the original files and map selected results into ordinary Seal fields.","url":"https://seal.run/integrations/thermo-attune-nxt","documentation":{"url":"https://platform.seal.run/docs/integrations/thermo-attune-nxt","scope":"provider"},"connection":["Collect completed exports through Seal IoT, retain the source File, and map selected values with a configured Seal Script. Acquisition and control stay in the vendor software. Selecting a listing does not install a parser or start acquisition."],"providerReference":"https://tools.thermofisher.com/content/sfs/manuals/100024236_AttuneNxT_SW_UG.pdf","instrument":{"manufacturer":"Thermo Fisher Scientific","aliases":"Invitrogen Attune NxT acoustic focusing FCS cytometry","sourceEvidence":"Attune NxT FCS 3.0 or 3.1 exports and selected statistics.","suggestedRecords":"One recorded sample acquisition with selected reviewed population statistics and linked FCS evidence.","contextToPreserve":"Recorded sample; Counts and populations; Acquisition evidence; Source and revision.","interpretationCheck":"Running a sample for instrument adjustment is not the same as recording an acquisition. Only collect saved results, and distinguish appended events from a new acquisition."}},{"id":"miltenyi-macsquant","name":"Miltenyi MACSQuant","category":"Lab Instruments","workflowGuides":[],"connectionType":"Instrument Connection","description":"Seal integrates Miltenyi MACSQuant with your experiments, samples and review workflows. Collect instrument exports through Seal IoT, preserve the original files and map selected results into ordinary Seal fields.","url":"https://seal.run/integrations/miltenyi-macsquant","documentation":{"url":"https://platform.seal.run/docs/integrations/miltenyi-macsquant","scope":"provider"},"connection":["Collect completed exports through Seal IoT, retain the source File, and map selected values with a configured Seal Script. Acquisition and control stay in the vendor software. Selecting a listing does not install a parser or start acquisition."],"providerReference":"https://www.miltenyibiotec.com/_Resources/Persistent/baa2154384019dacf90318d5b645fc9c510b4ba8/IM0019304.pdf","instrument":{"manufacturer":"Miltenyi Biotec","aliases":"Miltenyi Biotec MACS Quant Analyzer 10 16 VYB MACSQuantify","sourceEvidence":"MACSQuantify statistics exports and FCS files; retain MQD acquisition files.","suggestedRecords":"One sample analysis with population and concentration summaries linked to the original acquisition.","contextToPreserve":"Sample and acquisition; Population and concentration; Export and analysis settings; Source and revision.","interpretationCheck":"Transposing the statistics table or changing regional decimal settings changes the input layout. Reject an unexpected layout before writing values rather than guessing from column positions."}},{"id":"sartorius-ique","name":"Sartorius iQue","category":"Lab Instruments","workflowGuides":[],"connectionType":"Instrument Connection","description":"Seal integrates Sartorius iQue with your experiments, samples and review workflows. Collect instrument exports through Seal IoT, preserve the original files and map selected results into ordinary Seal fields.","url":"https://seal.run/integrations/sartorius-ique","documentation":{"url":"https://platform.seal.run/docs/integrations/sartorius-ique","scope":"provider"},"connection":["Collect completed exports through Seal IoT, retain the source File, and map selected values with a configured Seal Script. Acquisition and control stay in the vendor software. Selecting a listing does not install a parser or start acquisition."],"providerReference":"https://intellicyt.com/forecyt-10.0-reference-guide/Content/ForeCyt%20Reference%20Guide/Export.htm","instrument":{"manufacturer":"Sartorius","aliases":"Intellicyt iQue 3 HTS ForeCyt Forecyt screening potency cell assay","sourceEvidence":"Forecyt exported plate data and reports; choose result exports separately from protocol exports.","suggestedRecords":"One plate experiment linked to sample-well analyses with selected population or dose-response results.","contextToPreserve":"Plate and well; Assay result; Analysis settings; Source and revision.","interpretationCheck":"A protocol export is not a result export. Preserve well classification so blanks, controls and titration points do not become independent unknown samples."}},{"id":"luminex-xponent","name":"Luminex xPONENT","category":"Lab Instruments","workflowGuides":["https://seal.run/integrations/workflows/plate-reader-lims-integration"],"connectionType":"Instrument Connection","description":"Seal integrates Luminex xPONENT with your experiments, samples and review workflows. Collect instrument exports through Seal IoT, preserve the original files and map selected results into ordinary Seal fields.","url":"https://seal.run/integrations/luminex-xponent","documentation":{"url":"https://platform.seal.run/docs/integrations/luminex-xponent","scope":"provider"},"connection":["Collect completed exports through Seal IoT, retain the source File, and map selected values with a configured Seal Script. Acquisition and control stay in the vendor software. Selecting a listing does not install a parser or start acquisition."],"providerReference":"https://us.diasorin.com/en/luminex/products-and-services/software","instrument":{"manufacturer":"Luminex","aliases":"Diasorin Luminex 200 FLEXMAP 3D xMAP xPONENT cytokine multiplex bead","sourceEvidence":"xPONENT completed-batch result exports; agree the CSV layout with the installed version.","suggestedRecords":"One sample assay analysis with analyte-specific results and bead-count evidence, linked to the batch export.","contextToPreserve":"Sample and bead region; Signal and concentration; Assay quality; Source and revision.","interpretationCheck":"Median fluorescence intensity and calibrated concentration are different outputs. Low bead counts, out-of-range concentrations and failed standards must remain visible rather than becoming valid zeros."}},{"id":"msd-discovery-workbench","name":"MSD DISCOVERY WORKBENCH","category":"Lab Instruments","workflowGuides":["https://seal.run/integrations/workflows/plate-reader-lims-integration"],"connectionType":"Instrument Connection","description":"Seal integrates MSD DISCOVERY WORKBENCH with your experiments, samples and review workflows. Collect instrument exports through Seal IoT, preserve the original files and map selected results into ordinary Seal fields.","url":"https://seal.run/integrations/msd-discovery-workbench","documentation":{"url":"https://platform.seal.run/docs/integrations/msd-discovery-workbench","scope":"provider"},"connection":["Collect completed exports through Seal IoT, retain the source File, and map selected values with a configured Seal Script. Acquisition and control stay in the vendor software. Selecting a listing does not install a parser or start acquisition."],"providerReference":"https://www.mesoscale.com/~/media/files/manuals/qrg_exporting_data.pdf?la=en","instrument":{"manufacturer":"Meso Scale Discovery","aliases":"MSD Meso Scale Diagnostics MESO SECTOR QuickPlex Discovery Workbench ECL HCP","sourceEvidence":"DISCOVERY WORKBENCH text exports of selected parameters, with experiment archives and reports retained.","suggestedRecords":"One sample-analyte assay result linked to plate, well, spot and the evaluated experiment.","contextToPreserve":"Plate well and spot; Signal and calculated result; Curve and qualifiers; Source and revision.","interpretationCheck":"Text export can contain only the selected parameter. Joining signal and concentration files requires plate, well and assay identity; matching row numbers can attach the wrong analyte."}},{"id":"gyros-gyrolab","name":"Gyrolab","category":"Lab Instruments","workflowGuides":["https://seal.run/integrations/workflows/plate-reader-lims-integration"],"connectionType":"Instrument Connection","description":"Seal integrates Gyrolab with your experiments, samples and review workflows. Collect instrument exports through Seal IoT, preserve the original files and map selected results into ordinary Seal fields.","url":"https://seal.run/integrations/gyros-gyrolab","documentation":{"url":"https://platform.seal.run/docs/integrations/gyros-gyrolab","scope":"provider"},"connection":["Collect completed exports through Seal IoT, retain the source File, and map selected values with a configured Seal Script. Acquisition and control stay in the vendor software. Selecting a listing does not install a parser or start acquisition."],"providerReference":"https://www.gyrosproteintechnologies.com/immunoassays/gyrolab-systems/gyrolab-software","instrument":{"manufacturer":"Gyros Protein Technologies","aliases":"Gyros Gyrolab xPlore xPand HT Evaluator Result Exporter HCP immunoassay","sourceEvidence":"Gyrolab evaluated run results and reports; confirm Result Exporter availability and output layout.","suggestedRecords":"One sample-analyte analysis with concentration, dilution and assay-quality context linked to the evaluated run.","contextToPreserve":"Sample and assay; Concentration and dilution; Evaluation quality; Source and revision.","interpretationCheck":"A calculated concentration is meaningful only with its dilution and accepted curve. Retain excluded replicates and failed assay criteria instead of importing only successful rows."}},{"id":"revvity-labchip-gxii","name":"Revvity LabChip GXII Touch","category":"Lab Instruments","workflowGuides":[],"connectionType":"Instrument Connection","description":"Seal integrates Revvity LabChip GXII Touch with your experiments, samples and review workflows. Collect instrument exports through Seal IoT, preserve the original files and map selected results into ordinary Seal fields.","url":"https://seal.run/integrations/revvity-labchip-gxii","documentation":{"url":"https://platform.seal.run/docs/integrations/revvity-labchip-gxii","scope":"provider"},"connection":["Collect completed exports through Seal IoT, retain the source File, and map selected values with a configured Seal Script. Acquisition and control stay in the vendor software. Selecting a listing does not install a parser or start acquisition."],"providerReference":"https://resources.revvity.com/pdfs/gde-labchip-gx-touch-user-guide.pdf","instrument":{"manufacturer":"Revvity","aliases":"PerkinElmer Revvity LabChip GX GXII Touch HT protein characterization","sourceEvidence":"Peak tables, well tables and raw-data CSV or XML exports selected in LabChip Export Setup.","suggestedRecords":"One sample-well analysis with selected purity, size or concentration results and linked electropherograms.","contextToPreserve":"Run plate and well; Peaks and quality; Ladder and trace; Source and revision.","interpretationCheck":"Raw-data axes depend on the export options and assay. A ladder-aligned size axis is not migration time, and a combined export may use a different alignment reference from individual-well exports."}},{"id":"sciex-pa800-plus","name":"SCIEX PA 800 Plus","category":"Lab Instruments","workflowGuides":[],"connectionType":"Instrument Connection","description":"Seal integrates SCIEX PA 800 Plus with your experiments, samples and review workflows. Collect instrument exports through Seal IoT, preserve the original files and map selected results into ordinary Seal fields.","url":"https://seal.run/integrations/sciex-pa800-plus","documentation":{"url":"https://platform.seal.run/docs/integrations/sciex-pa800-plus","scope":"provider"},"connection":["Collect completed exports through Seal IoT, retain the source File, and map selected values with a configured Seal Script. Acquisition and control stay in the vendor software. Selecting a listing does not install a parser or start acquisition."],"providerReference":"https://manualzz.com/doc/87230091/sciex-pa-800-plus-system-software-validation-guide","instrument":{"manufacturer":"SCIEX","aliases":"SCIEX Beckman PA800 Plus 32 Karat CE SDS cIEF","sourceEvidence":"32 Karat ASCII or AIA data exports and retained analysis reports.","suggestedRecords":"One sample injection analysis with selected peak results and the matching electropherogram.","contextToPreserve":"Run and injection; Peak result; Detector and method; Source and revision.","interpretationCheck":"Multiple detector channels can share an export. Keep channel boundaries and units explicit, and do not treat a trace export as a reviewed peak table."}},{"id":"sciex-biophase-8800","name":"SCIEX BioPhase 8800","category":"Lab Instruments","workflowGuides":[],"connectionType":"Instrument Connection","description":"Seal integrates SCIEX BioPhase 8800 with your experiments, samples and review workflows. Collect instrument exports through Seal IoT, preserve the original files and map selected results into ordinary Seal fields.","url":"https://seal.run/integrations/sciex-biophase-8800","documentation":{"url":"https://platform.seal.run/docs/integrations/sciex-biophase-8800","scope":"provider"},"connection":["Collect completed exports through Seal IoT, retain the source File, and map selected values with a configured Seal Script. Acquisition and control stay in the vendor software. Selecting a listing does not install a parser or start acquisition."],"providerReference":"https://sciex.com/products/capillary-electrophoresis/biophase-8800","instrument":{"manufacturer":"SCIEX","aliases":"SCIEX BioPhase 8800 CE SDS cIEF capillary purity","sourceEvidence":"BioPhase analysis reports and result exports available in the installed analysis software.","suggestedRecords":"One sample-capillary analysis with selected assay results linked to the run and evaluation.","contextToPreserve":"Run and capillary; Assay result; Evaluation; Source and revision.","interpretationCheck":"A system-log export describes instrument events, not protein assay results. Multi-capillary runs also need capillary and injection identity to keep repeat samples distinct."}},{"id":"waters-masslynx","name":"Waters MassLynx","category":"Lab Instruments","workflowGuides":[],"connectionType":"Instrument Connection","description":"Seal integrates Waters MassLynx with your experiments, samples and review workflows. Collect instrument exports through Seal IoT, preserve the original files and map selected results into ordinary Seal fields.","url":"https://seal.run/integrations/waters-masslynx","documentation":{"url":"https://platform.seal.run/docs/integrations/waters-masslynx","scope":"provider"},"connection":["Collect completed exports through Seal IoT, retain the source File, and map selected values with a configured Seal Script. Acquisition and control stay in the vendor software. Selecting a listing does not install a parser or start acquisition."],"providerReference":"https://support.waters.com/KB_Inf/MassLynx/WKB19268_How_do_you_export_the_Targetlynx_results_to_a_comma_delimited_text_file_csv","instrument":{"manufacturer":"Waters","aliases":"Waters Mass Lynx TargetLynx XS QuanLynx Xevo LCMS mass spectrometry","sourceEvidence":"TargetLynx CSV or tab-delimited summary exports; retain QLD results and RAW acquisitions.","suggestedRecords":"One injection analysis with analyte-specific concentration and qualifier fields linked to the source result set.","contextToPreserve":"Injection and analyte; Quantitation; Qualification; Source and revision.","interpretationCheck":"A current-summary export can omit other samples or groups. Retain calibration and qualifier context, and distinguish internal standards from reported analytes."}},{"id":"sciex-analyst","name":"SCIEX Analyst","category":"Lab Instruments","workflowGuides":[],"connectionType":"Instrument Connection","description":"Seal integrates SCIEX Analyst with your experiments, samples and review workflows. Collect instrument exports through Seal IoT, preserve the original files and map selected results into ordinary Seal fields.","url":"https://seal.run/integrations/sciex-analyst","documentation":{"url":"https://platform.seal.run/docs/integrations/sciex-analyst","scope":"provider"},"connection":["Collect completed exports through Seal IoT, retain the source File, and map selected values with a configured Seal Script. Acquisition and control stay in the vendor software. Selecting a listing does not install a parser or start acquisition."],"providerReference":"https://sciex.com/content/dam/SCIEX/pdf/software/an_ref_d1000064246_en.pdf","instrument":{"manufacturer":"SCIEX","aliases":"AB SCIEX Analyst Triple Quad QTRAP mass spectrometry LC MS MS","sourceEvidence":"Analyst Results Table text exports with retained WIFF acquisition and reports.","suggestedRecords":"One sample injection analysis linked to analyte results, calibration and the original Results Table.","contextToPreserve":"Acquisition and sample index; Analyte concentration; Integration and qualification; Source and revision.","interpretationCheck":"A WIFF file can contain multiple samples. Preserve the sample index and acquisition identity, and distinguish calculated concentration from concentration corrected for dilution."}},{"id":"agilent-masshunter","name":"Agilent MassHunter","category":"Lab Instruments","workflowGuides":[],"connectionType":"Instrument Connection","description":"Seal integrates Agilent MassHunter with your experiments, samples and review workflows. Collect instrument exports through Seal IoT, preserve the original files and map selected results into ordinary Seal fields.","url":"https://seal.run/integrations/agilent-masshunter","documentation":{"url":"https://platform.seal.run/docs/integrations/agilent-masshunter","scope":"provider"},"connection":["Collect completed exports through Seal IoT, retain the source File, and map selected values with a configured Seal Script. Acquisition and control stay in the vendor software. Selecting a listing does not install a parser or start acquisition."],"providerReference":"https://community.agilent.com/technical/mass-spectrometry-software/f/mass-spectrometry-software-user-forum/4581/how-does-masshunter-save-quant-results","instrument":{"manufacturer":"Agilent","aliases":"Agilent MassHunter Quantitative GC MS LC MS QQQ QTOF","sourceEvidence":"MassHunter Quantitative batch-result exports and configured CSV or text reports.","suggestedRecords":"One injection evaluation linked to compound-level concentration and qualification results.","contextToPreserve":"Batch and compound; Reported quantity; QC and integration; Source and revision.","interpretationCheck":"Quantitative and Qualitative Analysis exports have different meanings and layouts. A peak list from qualitative processing is not automatically a calibrated concentration table."}},{"id":"thermo-xcalibur","name":"Thermo Scientific Xcalibur","category":"Lab Instruments","workflowGuides":[],"connectionType":"Instrument Connection","description":"Seal integrates Thermo Scientific Xcalibur with your experiments, samples and review workflows. Collect instrument exports through Seal IoT, preserve the original files and map selected results into ordinary Seal fields.","url":"https://seal.run/integrations/thermo-xcalibur","documentation":{"url":"https://platform.seal.run/docs/integrations/thermo-xcalibur","scope":"provider"},"connection":["Collect completed exports through Seal IoT, retain the source File, and map selected values with a configured Seal Script. Acquisition and control stay in the vendor software. Selecting a listing does not install a parser or start acquisition."],"providerReference":"https://tools.thermofisher.com/content/sfs/manuals/XCALI-Quan-0606.pdf","instrument":{"manufacturer":"Thermo Fisher Scientific","aliases":"Thermo Xcalibur Quan Browser Qual Browser Orbitrap TSQ LCMS","sourceEvidence":"Configured Xcalibur quantitative reports and selected spectral or chromatogram exports.","suggestedRecords":"One injection evaluation with selected analyte results and linked chromatographic or spectral evidence.","contextToPreserve":"Sequence and injection; Quantitative result; Processing evidence; Source and revision.","interpretationCheck":"A sequence CSV is an acquisition worklist, not a quantitative result. Verify that the collected file includes evaluated results before mapping concentrations."}},{"id":"bruker-opus","name":"Bruker OPUS","category":"Lab Instruments","workflowGuides":[],"connectionType":"Instrument Connection","description":"Seal integrates Bruker OPUS with your experiments, samples and review workflows. Collect instrument exports through Seal IoT, preserve the original files and map selected results into ordinary Seal fields.","url":"https://seal.run/integrations/bruker-opus","documentation":{"url":"https://platform.seal.run/docs/integrations/bruker-opus","scope":"provider"},"connection":["Collect completed exports through Seal IoT, retain the source File, and map selected values with a configured Seal Script. Acquisition and control stay in the vendor software. Selecting a listing does not install a parser or start acquisition."],"providerReference":"https://www.bruker.com/pt/products-and-solutions/infrared-and-raman/opus-spectroscopy-software/base-package.html","instrument":{"manufacturer":"Bruker","aliases":"Bruker OPUS ALPHA II TENSOR INVENIO LUMOS FTIR infrared","sourceEvidence":"OPUS ASCII or JCAMP spectral exports with native OPUS files and evaluation reports.","suggestedRecords":"One sample spectral evaluation with selected band or identification summaries and linked spectra.","contextToPreserve":"Sample and spectrum; Spectral interpretation; Processing context; Source and revision.","interpretationCheck":"Absorbance and percent transmission are different representations. Preserve background, spectral range and processing history before comparing bands or library matches."}},{"id":"thermo-omnic","name":"Thermo Scientific OMNIC","category":"Lab Instruments","workflowGuides":[],"connectionType":"Instrument Connection","description":"Seal integrates Thermo Scientific OMNIC with your experiments, samples and review workflows. Collect instrument exports through Seal IoT, preserve the original files and map selected results into ordinary Seal fields.","url":"https://seal.run/integrations/thermo-omnic","documentation":{"url":"https://platform.seal.run/docs/integrations/thermo-omnic","scope":"provider"},"connection":["Collect completed exports through Seal IoT, retain the source File, and map selected values with a configured Seal Script. Acquisition and control stay in the vendor software. Selecting a listing does not install a parser or start acquisition."],"providerReference":"https://knowledge1.thermofisher.com/Molecular_Spectroscopy/Molecular_Spectroscopy_Software/OMNIC_Family/OMNIC_Paradigm_Software/OMNIC_Paradigm_Operator_Manuals/Latest_OMNIC_Paradigm_User_Guide/Create_and_Share_Reports_and_Export_Data","instrument":{"manufacturer":"Thermo Fisher Scientific","aliases":"Thermo Nicolet iS10 iS20 iS50 Summit OMNIC Paradigm FTIR","sourceEvidence":"OMNIC or OMNIC Paradigm spectrum exports and generated reports; confirm the installed software generation.","suggestedRecords":"One sample spectrum evaluation with selected identification or band results linked to the source.","contextToPreserve":"Sample and acquisition; Spectral result; Background and range; Source and revision.","interpretationCheck":"A displayed or exported region can exclude part of the spectrum. Preserve the exported range, background and processing so a truncated export is not treated as complete acquisition evidence."}},{"id":"renishaw-wire","name":"Renishaw inVia WiRE","category":"Lab Instruments","workflowGuides":[],"connectionType":"Instrument Connection","description":"Seal integrates Renishaw inVia WiRE with your experiments, samples and review workflows. Collect instrument exports through Seal IoT, preserve the original files and map selected results into ordinary Seal fields.","url":"https://seal.run/integrations/renishaw-wire","documentation":{"url":"https://platform.seal.run/docs/integrations/renishaw-wire","scope":"provider"},"connection":["Collect completed exports through Seal IoT, retain the source File, and map selected values with a configured Seal Script. Acquisition and control stay in the vendor software. Selecting a listing does not install a parser or start acquisition."],"providerReference":"https://www.renishaw.com/en/raman-software--9450","instrument":{"manufacturer":"Renishaw","aliases":"Renishaw inVia Qontor Reflex WiRE Raman microscopy mapping","sourceEvidence":"WiRE exported spectra, analysis reports and retained WDF datasets; verify the selected numeric export layout.","suggestedRecords":"One sample or mapped-region analysis with selected peak or classification summaries and original datasets.","contextToPreserve":"Sample and map region; Raman features; Optical and processing context; Source and revision.","interpretationCheck":"A Raman map contains spatial coordinates as well as spectral points. Do not collapse positions into one spectrum or mix cosmic-ray removal and baseline-corrected data with raw measurements."}},{"id":"horiba-labspec","name":"HORIBA LabRAM LabSpec","category":"Lab Instruments","workflowGuides":[],"connectionType":"Instrument Connection","description":"Seal integrates HORIBA LabRAM LabSpec with your experiments, samples and review workflows. Collect instrument exports through Seal IoT, preserve the original files and map selected results into ordinary Seal fields.","url":"https://seal.run/integrations/horiba-labspec","documentation":{"url":"https://platform.seal.run/docs/integrations/horiba-labspec","scope":"provider"},"connection":["Collect completed exports through Seal IoT, retain the source File, and map selected values with a configured Seal Script. Acquisition and control stay in the vendor software. Selecting a listing does not install a parser or start acquisition."],"providerReference":"https://www.horiba.com/usa/scientific/products/raman-imaging-and-spectrometers/raman-software-solutions/raman-software-modularity/","instrument":{"manufacturer":"HORIBA","aliases":"HORIBA Jobin Yvon LabRAM HR Evolution LabSpec 6 Raman XploRA","sourceEvidence":"LabSpec exported spectral data, images and analysis reports; select the format supported by the installed version.","suggestedRecords":"One sample or region evaluation with selected Raman features and linked map or spectrum files.","contextToPreserve":"Sample and coordinates; Spectral feature; Acquisition settings; Source and revision.","interpretationCheck":"A spectral image and a numeric map are different evidence. Retain the intensity scale and preprocessing used to calculate features; a false-color image cannot supply the original values."}},{"id":"endress-raman-runtime","name":"Endress+Hauser Raman RunTime","category":"Lab Instruments","workflowGuides":[],"connectionType":"Instrument Connection","description":"Seal integrates Endress+Hauser Raman RunTime with your experiments, samples and review workflows. Collect instrument exports through Seal IoT, preserve the original files and map selected results into ordinary Seal fields.","url":"https://seal.run/integrations/endress-raman-runtime","documentation":{"url":"https://platform.seal.run/docs/integrations/endress-raman-runtime","scope":"provider"},"connection":["Collect completed exports through Seal IoT, retain the source File, and map selected values with a configured Seal Script. Acquisition and control stay in the vendor software. Selecting a listing does not install a parser or start acquisition."],"providerReference":"https://bdih-download.endress.com/files/DLA/005056A500261EEEA1923B151C4C6376/BA02180CEN_0423.pdf","instrument":{"manufacturer":"Endress+Hauser","aliases":"Kaiser RamanRxn Rxn2 Rxn4 Endress Hauser RunTime PAT process analytics","sourceEvidence":"Raman RunTime batch spectra in SPC format and model results in CSV.","suggestedRecords":"One batch or defined sampling interval with selected model predictions, linked to the original spectral files.","contextToPreserve":"Batch and probe; Model prediction; Model and spectra; Source and revision.","interpretationCheck":"A predicted analyte value is a model output, not a direct reference assay. Preserve model version, prediction status and probe identity; do not hide invalid predictions in averages."}},{"id":"ta-instruments-trios","name":"TA Instruments TRIOS","category":"Lab Instruments","workflowGuides":[],"connectionType":"Instrument Connection","description":"Seal integrates TA Instruments TRIOS with your experiments, samples and review workflows. Collect instrument exports through Seal IoT, preserve the original files and map selected results into ordinary Seal fields.","url":"https://seal.run/integrations/ta-instruments-trios","documentation":{"url":"https://platform.seal.run/docs/integrations/ta-instruments-trios","scope":"provider"},"connection":["Collect completed exports through Seal IoT, retain the source File, and map selected values with a configured Seal Script. Acquisition and control stay in the vendor software. Selecting a listing does not install a parser or start acquisition."],"providerReference":"https://www.tainstruments.com/trios-software/","instrument":{"manufacturer":"TA Instruments","aliases":"TA Instruments Waters TRIOS Discovery DSC TGA DHR rheometer","sourceEvidence":"TRIOS ASCII, CSV or Excel exports; JSON export requires a supporting version such as 5.8 or later.","suggestedRecords":"One sample evaluation linked to its procedure and source curves, with selected thermal or rheological summaries.","contextToPreserve":"Sample and test segment; Selected property; Test conditions; Source and revision.","interpretationCheck":"The same software supports different techniques. Heat flow, mass loss and viscosity cannot share an unqualified value field; preserve test segment, geometry and normalization."}},{"id":"mettler-toledo-stare","name":"METTLER TOLEDO STARe","category":"Lab Instruments","workflowGuides":[],"connectionType":"Instrument Connection","description":"Seal integrates METTLER TOLEDO STARe with your experiments, samples and review workflows. Collect instrument exports through Seal IoT, preserve the original files and map selected results into ordinary Seal fields.","url":"https://seal.run/integrations/mettler-toledo-stare","documentation":{"url":"https://platform.seal.run/docs/integrations/mettler-toledo-stare","scope":"provider"},"connection":["Collect completed exports through Seal IoT, retain the source File, and map selected values with a configured Seal Script. Acquisition and control stay in the vendor software. Selecting a listing does not install a parser or start acquisition."],"providerReference":"https://www.mt.com/us/en/home/library/user-manuals/lab-analytical-instruments/ta-manuals.html","instrument":{"manufacturer":"METTLER TOLEDO","aliases":"Mettler Toledo STARe DSC TGA TMA DMA Flash DSC thermal analysis","sourceEvidence":"STARe exported curves and evaluation reports; verify the configured data-export option and layout.","suggestedRecords":"One sample thermal evaluation with selected transition or mass-change results and original curve evidence.","contextToPreserve":"Sample and segment; Thermal evaluation; Method context; Source and revision.","interpretationCheck":"Onset, peak and endset temperatures describe different events. Preserve the evaluation type, baseline and sample-mass normalization rather than writing every temperature into one field."}},{"id":"malvern-peaq-dsc","name":"Malvern MicroCal PEAQ-DSC","category":"Lab Instruments","workflowGuides":[],"connectionType":"Instrument Connection","description":"Seal integrates Malvern MicroCal PEAQ-DSC with your experiments, samples and review workflows. Collect instrument exports through Seal IoT, preserve the original files and map selected results into ordinary Seal fields.","url":"https://seal.run/integrations/malvern-peaq-dsc","documentation":{"url":"https://platform.seal.run/docs/integrations/malvern-peaq-dsc","scope":"provider"},"connection":["Collect completed exports through Seal IoT, retain the source File, and map selected values with a configured Seal Script. Acquisition and control stay in the vendor software. Selecting a listing does not install a parser or start acquisition."],"providerReference":"https://www.malvernpanalytical.com/de/learn/knowledge-center/insights/microcal-peaq-dsc-systems-faqs","instrument":{"manufacturer":"Malvern Panalytical","aliases":"Malvern MicroCal PEAQ DSC automated differential scanning calorimetry","sourceEvidence":"PEAQ-DSC CSV exports of raw, buffer-subtracted or fitted curves and retained reports.","suggestedRecords":"One sample scan evaluation with selected transition temperatures and calorimetric results linked to its thermogram.","contextToPreserve":"Sample scan; Transition results; Subtraction and fit; Source and revision.","interpretationCheck":"Raw and buffer-subtracted heat-capacity curves are different evidence. Preserve scan rate, concentration normalization and fitted transition model before comparing formulation conditions."}},{"id":"malvern-peaq-itc","name":"Malvern MicroCal PEAQ-ITC","category":"Lab Instruments","workflowGuides":[],"connectionType":"Instrument Connection","description":"Seal integrates Malvern MicroCal PEAQ-ITC with your experiments, samples and review workflows. Collect instrument exports through Seal IoT, preserve the original files and map selected results into ordinary Seal fields.","url":"https://seal.run/integrations/malvern-peaq-itc","documentation":{"url":"https://platform.seal.run/docs/integrations/malvern-peaq-itc","scope":"provider"},"connection":["Collect completed exports through Seal IoT, retain the source File, and map selected values with a configured Seal Script. Acquisition and control stay in the vendor software. Selecting a listing does not install a parser or start acquisition."],"providerReference":"https://bif.wisc.edu/wp-content/uploads/sites/389/2017/11/MicroCal-PEAQ-ITC-Analysis-Software-User-Manual-English-MAN576-01-EN-00_Original-file.pdf","instrument":{"manufacturer":"Malvern Panalytical","aliases":"Malvern MicroCal PEAQ ITC isothermal titration calorimetry affinity enthalpy","sourceEvidence":"PEAQ-ITC analysis exports, injection tables and retained thermograms.","suggestedRecords":"One titration evaluation with affinity, stoichiometry and thermodynamic results linked to injection evidence.","contextToPreserve":"Binding pair and titration; Fitted parameters; Concentrations and model; Source and revision.","interpretationCheck":"Fitted affinity and stoichiometry depend on concentration and model assumptions. Preserve excluded injections and dilution-heat treatment rather than treating the fit as a direct concentration measurement."}},{"id":"nanotemper-prometheus","name":"NanoTemper Prometheus Panta","category":"Lab Instruments","workflowGuides":[],"connectionType":"Instrument Connection","description":"Seal integrates NanoTemper Prometheus Panta with your experiments, samples and review workflows. Collect instrument exports through Seal IoT, preserve the original files and map selected results into ordinary Seal fields.","url":"https://seal.run/integrations/nanotemper-prometheus","documentation":{"url":"https://platform.seal.run/docs/integrations/nanotemper-prometheus","scope":"provider"},"connection":["Collect completed exports through Seal IoT, retain the source File, and map selected values with a configured Seal Script. Acquisition and control stay in the vendor software. Selecting a listing does not install a parser or start acquisition."],"providerReference":"https://nanotempertech.com/prometheus-panta/","instrument":{"manufacturer":"NanoTemper Technologies","aliases":"NanoTemper Prometheus Panta PR ThermControl nanoDSF DLS SLS aggregation","sourceEvidence":"Prometheus result exports, including structured JSON in supporting software versions.","suggestedRecords":"One sample-capillary stability evaluation with selected unfolding, aggregation and size summaries.","contextToPreserve":"Sample and capillary; Stability endpoints; Ramp and analysis; Source and revision.","interpretationCheck":"An unfolding transition, scattering onset and particle size describe different processes. Keep the signal and algorithm used for each reported temperature or size."}},{"id":"nanotemper-monolith","name":"NanoTemper Monolith","category":"Lab Instruments","workflowGuides":[],"connectionType":"Instrument Connection","description":"Seal integrates NanoTemper Monolith with your experiments, samples and review workflows. Collect instrument exports through Seal IoT, preserve the original files and map selected results into ordinary Seal fields.","url":"https://seal.run/integrations/nanotemper-monolith","documentation":{"url":"https://platform.seal.run/docs/integrations/nanotemper-monolith","scope":"provider"},"connection":["Collect completed exports through Seal IoT, retain the source File, and map selected values with a configured Seal Script. Acquisition and control stay in the vendor software. Selecting a listing does not install a parser or start acquisition."],"providerReference":"https://support.nanotempertech.com/hc/en-us/article_attachments/32967662586257","instrument":{"manufacturer":"NanoTemper Technologies","aliases":"NanoTemper Monolith NT115 NT.115 Pico MO Control Affinity MST microscale thermophoresis","sourceEvidence":"MO.Control reports and MO.Affinity Analysis raw-data and analysis exports.","suggestedRecords":"One binding-series evaluation linked to concentration points, capillary evidence and the fitted affinity.","contextToPreserve":"Binding pair and series; Affinity result; Capillary quality; Source and revision.","interpretationCheck":"A fitted Kd is not meaningful without concentration units, binding model and signal quality. Retain excluded capillaries and distinguish initial fluorescence effects from the fitted response."}},{"id":"nanotemper-tycho","name":"NanoTemper Tycho NT.6","category":"Lab Instruments","workflowGuides":[],"connectionType":"Instrument Connection","description":"Seal integrates NanoTemper Tycho NT.6 with your experiments, samples and review workflows. Collect instrument exports through Seal IoT, preserve the original files and map selected results into ordinary Seal fields.","url":"https://seal.run/integrations/nanotemper-tycho","documentation":{"url":"https://platform.seal.run/docs/integrations/nanotemper-tycho","scope":"provider"},"connection":["Collect completed exports through Seal IoT, retain the source File, and map selected values with a configured Seal Script. Acquisition and control stay in the vendor software. Selecting a listing does not install a parser or start acquisition."],"providerReference":"https://support.nanotempertech.com/hc/en-us/article_attachments/17986273463953","instrument":{"manufacturer":"NanoTemper Technologies","aliases":"NanoTemper Tycho NT6 NT.6 protein quality Ti fluorescence ratio","sourceEvidence":"Tycho XLSX measurement exports and profile images, with complete measurement evidence retained.","suggestedRecords":"One sample-capillary quality measurement with selected inflection temperatures and linked fluorescence profiles.","contextToPreserve":"Sample and capillary; Inflection and ratio; Profile evidence; Source and revision.","interpretationCheck":"An inflection temperature is a method-dependent screening result. Do not label it as a calorimetric melting temperature or equate a clean profile with verified biological activity."}},{"id":"unchained-aunty","name":"Unchained Labs Aunty","category":"Lab Instruments","workflowGuides":[],"connectionType":"Instrument Connection","description":"Seal integrates Unchained Labs Aunty with your experiments, samples and review workflows. Collect instrument exports through Seal IoT, preserve the original files and map selected results into ordinary Seal fields.","url":"https://seal.run/integrations/unchained-aunty","documentation":{"url":"https://platform.seal.run/docs/integrations/unchained-aunty","scope":"provider"},"connection":["Collect completed exports through Seal IoT, retain the source File, and map selected values with a configured Seal Script. Acquisition and control stay in the vendor software. Selecting a listing does not install a parser or start acquisition."],"providerReference":"https://www.unchainedlabs.com/aunty/","instrument":{"manufacturer":"Unchained Labs","aliases":"Unchained Labs Aunty fluorescence DLS SLS thermal stability 96 well","sourceEvidence":"Aunty experiment reports and exported analysis data; confirm the installed software output layout.","suggestedRecords":"One plate stability experiment linked to sample-well evaluations and chosen transition or size results.","contextToPreserve":"Plate and well; Stability and size; Method and analysis; Source and revision.","interpretationCheck":"Plate position, replicate grouping and readout type all affect interpretation. A scattering change and a fluorescence transition must not populate the same unlabeled temperature field."}},{"id":"unchained-stunner","name":"Unchained Labs Stunner","category":"Lab Instruments","workflowGuides":[],"connectionType":"Instrument Connection","description":"Seal integrates Unchained Labs Stunner with your experiments, samples and review workflows. Collect instrument exports through Seal IoT, preserve the original files and map selected results into ordinary Seal fields.","url":"https://seal.run/integrations/unchained-stunner","documentation":{"url":"https://platform.seal.run/docs/integrations/unchained-stunner","scope":"provider"},"connection":["Collect completed exports through Seal IoT, retain the source File, and map selected values with a configured Seal Script. Acquisition and control stay in the vendor software. Selecting a listing does not install a parser or start acquisition."],"providerReference":"https://www.unchainedlabs.com/Stunner/","instrument":{"manufacturer":"Unchained Labs","aliases":"Unchained Labs Stunner UV Vis DLS SLS AAV LNP concentration sizing","sourceEvidence":"Stunner experiment reports and selected concentration or scattering result exports.","suggestedRecords":"One sample-well analysis with selected concentration and particle-size results and linked spectra.","contextToPreserve":"Plate well and sample; Concentration; Particle size; Source and revision.","interpretationCheck":"UV-derived concentration and DLS-derived size are separate measurements with different assumptions. Preserve application, blank and distribution weighting rather than treating every reported size as equivalent."}},{"id":"unchained-hound","name":"Unchained Labs Hound","category":"Lab Instruments","workflowGuides":[],"connectionType":"Instrument Connection","description":"Seal integrates Unchained Labs Hound with your experiments, samples and review workflows. Collect instrument exports through Seal IoT, preserve the original files and map selected results into ordinary Seal fields.","url":"https://seal.run/integrations/unchained-hound","documentation":{"url":"https://platform.seal.run/docs/integrations/unchained-hound","scope":"provider"},"connection":["Collect completed exports through Seal IoT, retain the source File, and map selected values with a configured Seal Script. Acquisition and control stay in the vendor software. Selecting a listing does not install a parser or start acquisition."],"providerReference":"https://www.unchainedlabs.com/wp-content/uploads/2021/12/Tech_Note_Hound_has_the_features_for_compliant_labs.pdf","instrument":{"manufacturer":"Unchained Labs","aliases":"Unchained Labs Hound particle Raman FTIR microscopy identification","sourceEvidence":"Hound experiment reports and available analysis exports, with images and spectra retained.","suggestedRecords":"One sample investigation linked to selected particle observations, classifications and source evidence.","contextToPreserve":"Sample and particle; Morphology and identification; Images and spectra; Source and revision.","interpretationCheck":"A library match is a proposed identification, not proof of contamination origin. Keep the spectrum, match method and analyst interpretation alongside the classification."}},{"id":"halo-labs-aura","name":"Halo Labs Aura","category":"Lab Instruments","workflowGuides":[],"connectionType":"Instrument Connection","description":"Seal integrates Halo Labs Aura with your experiments, samples and review workflows. Collect instrument exports through Seal IoT, preserve the original files and map selected results into ordinary Seal fields.","url":"https://seal.run/integrations/halo-labs-aura","documentation":{"url":"https://platform.seal.run/docs/integrations/halo-labs-aura","scope":"provider"},"connection":["Collect completed exports through Seal IoT, retain the source File, and map selected values with a configured Seal Script. Acquisition and control stay in the vendor software. Selecting a listing does not install a parser or start acquisition."],"providerReference":"https://www.halolabs.com/aura-particle-analyzers/particle-vue-software/","instrument":{"manufacturer":"Halo Labs","aliases":"Halo Labs Aura Plus BMI CL GT Particle Vue membrane imaging aggregates","sourceEvidence":"Particle Vue reports and available result exports; verify the output format with the installed software.","suggestedRecords":"One sample particle analysis with chosen size-bin counts and classifications, linked to images and the report.","contextToPreserve":"Sample and membrane well; Particle distribution; Classification context; Source and revision.","interpretationCheck":"Particle counts, concentration and size-bin percentages have different denominators. Preserve analyzed volume, size definition and filtering before comparing formulations."}},{"id":"sartorius-incucyte","name":"Sartorius Incucyte","category":"Lab Instruments","workflowGuides":[],"connectionType":"Instrument Connection","description":"Seal integrates Sartorius Incucyte with your experiments, samples and review workflows. Collect instrument exports through Seal IoT, preserve the original files and map selected results into ordinary Seal fields.","url":"https://seal.run/integrations/sartorius-incucyte","documentation":{"url":"https://platform.seal.run/docs/integrations/sartorius-incucyte","scope":"provider"},"connection":["Collect completed exports through Seal IoT, retain the source File, and map selected values with a configured Seal Script. Acquisition and control stay in the vendor software. Selecting a listing does not install a parser or start acquisition."],"providerReference":"https://www.sartorius.com/download/1087348/incucyte-live-cell-analysis-systems-user-manual-en-l-8000-04-1--data.pdf","instrument":{"manufacturer":"Sartorius","aliases":"Essen BioScience Sartorius Incucyte S3 SX5 SX1 Zoom live cell confluence","sourceEvidence":"Incucyte text metric exports and separately retained images or movies.","suggestedRecords":"One well or sample time-course analysis with selected endpoint or kinetic summaries and the complete metric file.","contextToPreserve":"Vessel well and time; Imaging metric; Analysis definition; Source and revision.","interpretationCheck":"Confluence is not a direct cell count. Preserve the segmentation definition and scan aggregation; reprocessing images can change every historical metric without another scan."}},{"id":"molecular-devices-metaxpress","name":"Molecular Devices ImageXpress MetaXpress","category":"Lab Instruments","workflowGuides":[],"connectionType":"Instrument Connection","description":"Seal integrates Molecular Devices ImageXpress MetaXpress with your experiments, samples and review workflows. Collect instrument exports through Seal IoT, preserve the original files and map selected results into ordinary Seal fields.","url":"https://seal.run/integrations/molecular-devices-metaxpress","documentation":{"url":"https://platform.seal.run/docs/integrations/molecular-devices-metaxpress","scope":"provider"},"connection":["Collect completed exports through Seal IoT, retain the source File, and map selected values with a configured Seal Script. Acquisition and control stay in the vendor software. Selecting a listing does not install a parser or start acquisition."],"providerReference":"https://www.moleculardevices.com/sites/default/files/en/assets/user-guide/dd/img/metaxpress-high-content-image-acquisition-software-v6-1.pdf","instrument":{"manufacturer":"Molecular Devices","aliases":"ImageXpress Micro XLS Confocal MetaXpress Molecular Devices high content imaging","sourceEvidence":"MetaXpress measurement text or Excel exports and separately retained source images.","suggestedRecords":"One sample-well phenotype analysis with selected metrics; keep cell-level tables as files unless individual objects need review.","contextToPreserve":"Plate well and measurement set; Phenotype metrics; Image analysis; Source and revision.","interpretationCheck":"Well averages and cell-by-cell measurements are different record grains. A segmentation change changes the object population, so object row numbers are not stable identities across analyses."}},{"id":"revvity-harmony","name":"Revvity Operetta Harmony","category":"Lab Instruments","workflowGuides":[],"connectionType":"Instrument Connection","description":"Seal integrates Revvity Operetta Harmony with your experiments, samples and review workflows. Collect instrument exports through Seal IoT, preserve the original files and map selected results into ordinary Seal fields.","url":"https://seal.run/integrations/revvity-harmony","documentation":{"url":"https://platform.seal.run/docs/integrations/revvity-harmony","scope":"provider"},"connection":["Collect completed exports through Seal IoT, retain the source File, and map selected values with a configured Seal Script. Acquisition and control stay in the vendor software. Selecting a listing does not install a parser or start acquisition."],"providerReference":"https://resources.revvity.com/pdfs/gde-3d-high-content-screening-harness-the-power-guide.pdf","instrument":{"manufacturer":"Revvity","aliases":"PerkinElmer Revvity Operetta CLS Opera Phenix Plus Harmony high content imaging","sourceEvidence":"Harmony analysis-result exports and selected image evidence; confirm the installed export layout.","suggestedRecords":"One sample-well analysis with selected phenotype metrics and links to the acquisition and analysis sequence.","contextToPreserve":"Plate and acquisition; Phenotype result; Analysis sequence; Source and revision.","interpretationCheck":"Objects from different segmentation or 3D reconstruction settings are not directly interchangeable. Preserve plane, field and object aggregation when reporting a well result."}},{"id":"tecan-spark","name":"Tecan Spark","category":"Lab Instruments","workflowGuides":["https://seal.run/integrations/workflows/tecan-fluentcontrol-lims-integration","https://seal.run/integrations/workflows/plate-reader-lims-integration"],"connectionType":"Instrument Connection","description":"Seal integrates Tecan Spark with your experiments, samples and review workflows. Collect instrument exports through Seal IoT, preserve the original files and map selected results into ordinary Seal fields.","url":"https://seal.run/integrations/tecan-spark","documentation":{"url":"https://platform.seal.run/docs/integrations/tecan-spark","scope":"provider"},"connection":["Collect completed exports through Seal IoT, retain the source File, and map selected values with a configured Seal Script. Acquisition and control stay in the vendor software. Selecting a listing does not install a parser or start acquisition."],"providerReference":"https://www.tecan.com/knowledge-portal/how-to-export-data-in-magellan-pro-/sparkcontrol-magellan","instrument":{"manufacturer":"Tecan","aliases":"Tecan Spark SparkControl Magellan absorbance fluorescence luminescence plate reader","sourceEvidence":"SparkControl XLSX results; Magellan supports configured ASCII and Excel exports.","suggestedRecords":"One plate assay linked to well results with selected raw signals or calculated endpoints.","contextToPreserve":"Plate and well; Signal or endpoint; Method and timing; Source and revision.","interpretationCheck":"A workbook opened in Excel is not necessarily saved for collection. Keep SparkControl and Magellan layouts distinct, including plate orientation and repeated kinetic reads."}},{"id":"bmg-clariostar","name":"BMG LABTECH CLARIOstar","category":"Lab Instruments","workflowGuides":["https://seal.run/integrations/workflows/plate-reader-lims-integration"],"connectionType":"Instrument Connection","description":"Seal integrates BMG LABTECH CLARIOstar with your experiments, samples and review workflows. Collect instrument exports through Seal IoT, preserve the original files and map selected results into ordinary Seal fields.","url":"https://seal.run/integrations/bmg-clariostar","documentation":{"url":"https://platform.seal.run/docs/integrations/bmg-clariostar","scope":"provider"},"connection":["Collect completed exports through Seal IoT, retain the source File, and map selected values with a configured Seal Script. Acquisition and control stay in the vendor software. Selecting a listing does not install a parser or start acquisition."],"providerReference":"https://www.bmglabtech.com/en/microplate-reader-software/","instrument":{"manufacturer":"BMG LABTECH","aliases":"BMG LABTECH CLARIOstar Plus PHERAstar Omega MARS plate reader","sourceEvidence":"MARS Excel or ASCII result exports with retained measurement and analysis evidence.","suggestedRecords":"One plate analysis with linked sample-well endpoints or kinetic summaries.","contextToPreserve":"Plate well and group; Endpoint or kinetic result; Analysis definition; Source and revision.","interpretationCheck":"Raw detector readings and MARS calculations are different outputs. Keep normalization, blank subtraction and curve fitting visible instead of inferring a concentration from the column position."}},{"id":"berthold-tristar","name":"Berthold TriStar2","category":"Lab Instruments","workflowGuides":["https://seal.run/integrations/workflows/plate-reader-lims-integration"],"connectionType":"Instrument Connection","description":"Seal integrates Berthold TriStar2 with your experiments, samples and review workflows. Collect instrument exports through Seal IoT, preserve the original files and map selected results into ordinary Seal fields.","url":"https://seal.run/integrations/berthold-tristar","documentation":{"url":"https://platform.seal.run/docs/integrations/berthold-tristar","scope":"provider"},"connection":["Collect completed exports through Seal IoT, retain the source File, and map selected values with a configured Seal Script. Acquisition and control stay in the vendor software. Selecting a listing does not install a parser or start acquisition."],"providerReference":"https://www.berthold.com/fileadmin/DownloadsUnprotected/manuals/Bioanalytics/LB942_TriStar2_56550BA2_02__ID_8441_.pdf","instrument":{"manufacturer":"Berthold Technologies","aliases":"Berthold TriStar2 TriStar LB942 MikroWin plate luminometer","sourceEvidence":"MikroWin selected data exports and retained method reports.","suggestedRecords":"One plate assay with selected well-level readings and calculated endpoints linked to the method.","contextToPreserve":"Plate and well; Assay response; Timing and method; Source and revision.","interpretationCheck":"Injector timing and repeated reads can be part of the assay definition. Preserve time relative to reagent addition and keep raw counts separate from normalized response."}},{"id":"promega-glomax","name":"Promega GloMax","category":"Lab Instruments","workflowGuides":["https://seal.run/integrations/workflows/plate-reader-lims-integration"],"connectionType":"Instrument Connection","description":"Seal integrates Promega GloMax with your experiments, samples and review workflows. Collect instrument exports through Seal IoT, preserve the original files and map selected results into ordinary Seal fields.","url":"https://seal.run/integrations/promega-glomax","documentation":{"url":"https://platform.seal.run/docs/integrations/promega-glomax","scope":"provider"},"connection":["Collect completed exports through Seal IoT, retain the source File, and map selected values with a configured Seal Script. Acquisition and control stay in the vendor software. Selecting a listing does not install a parser or start acquisition."],"providerReference":"https://www.promega.com/-/media/files/resources/protocols/technical-manuals/101/glomax-explorer-system-operating-manual.pdf?rev=f5668b76903e4b46be9ecd6c35eb8ec8","instrument":{"manufacturer":"Promega","aliases":"Promega GloMax Explorer Discover Navigator luciferase luminescence plate assay","sourceEvidence":"GloMax Excel result workbooks with retained protocol and source result files.","suggestedRecords":"One plate assay with sample-well signals and selected normalized or calculated assay results.","contextToPreserve":"Plate and well; Reporter results; Protocol and analysis; Source and revision.","interpretationCheck":"A plate-map sheet and a linear well sheet can contain the same measurements. Parse one agreed representation to avoid duplicate results and preserve the meaning of each reporter channel."}},{"id":"revvity-envision","name":"Revvity EnVision","category":"Lab Instruments","workflowGuides":["https://seal.run/integrations/workflows/plate-reader-lims-integration"],"connectionType":"Instrument Connection","description":"Seal integrates Revvity EnVision with your experiments, samples and review workflows. Collect instrument exports through Seal IoT, preserve the original files and map selected results into ordinary Seal fields.","url":"https://seal.run/integrations/revvity-envision","documentation":{"url":"https://platform.seal.run/docs/integrations/revvity-envision","scope":"provider"},"connection":["Collect completed exports through Seal IoT, retain the source File, and map selected values with a configured Seal Script. Acquisition and control stay in the vendor software. Selecting a listing does not install a parser or start acquisition."],"providerReference":"https://cinbio.es/media/vaapmv5e/manual-envision.pdf","instrument":{"manufacturer":"Revvity","aliases":"PerkinElmer Revvity EnVision Nexus Alpha AlphaScreen AlphaLISA HTRF plate reader","sourceEvidence":"EnVision exported plate results and reports; confirm the format for the installed EnVision software.","suggestedRecords":"One plate assay linked to selected sample-well responses and the acquisition protocol.","contextToPreserve":"Plate and sample well; Detection result; Protocol context; Source and revision.","interpretationCheck":"Alpha, fluorescence and time-resolved ratio outputs have different scales and calculation rules. Preserve detection mode, channel pairing and timing rather than putting all signals in one unlabeled field."}},{"id":"hamilton-venus","name":"Hamilton Microlab STAR VENUS","category":"Lab Instruments","workflowGuides":["https://seal.run/integrations/workflows/hamilton-venus-lims-integration","https://seal.run/integrations/workflows/liquid-handling-data-integration"],"connectionType":"Instrument Connection","description":"Seal integrates Hamilton Microlab STAR VENUS with your experiments, samples and review workflows. Collect instrument exports through Seal IoT, preserve the original files and map selected results into ordinary Seal fields.","url":"https://seal.run/integrations/hamilton-venus","documentation":{"url":"https://platform.seal.run/docs/integrations/hamilton-venus","scope":"provider"},"connection":["Collect completed exports through Seal IoT, retain the source File, and map selected values with a configured Seal Script. Acquisition and control stay in the vendor software. Selecting a listing does not install a parser or start acquisition."],"providerReference":"https://download.hamiltonsupport.com/wl/?id=VQY0XAzTfcT7KY29A1YJtZVFwZ7GMOO2&mode=grid&path=Hamilton+Guides%2FVENUS+6+Software+Programmer%27s+Manual.pdf&preview_plugin=1","instrument":{"manufacturer":"Hamilton","aliases":"Hamilton Microlab STAR STARlet VANTAGE VENUS liquid handling pipetting sample tracker","sourceEvidence":"VENUS run trace and configured sample-tracking outputs; retain the executed method and worklist.","suggestedRecords":"One preparation run with linked source-to-destination transfers where the executed evidence supports them.","contextToPreserve":"Run and method; Transfer genealogy; Execution outcome; Source and revision.","interpretationCheck":"A worklist describes intended transfers, not proof they completed. Preserve skipped operations, liquid-detection errors and recovery actions before asserting sample genealogy."}},{"id":"tecan-fluent","name":"Tecan Fluent","category":"Lab Instruments","workflowGuides":["https://seal.run/integrations/workflows/softmax-pro-lims-integration","https://seal.run/integrations/workflows/tecan-fluentcontrol-lims-integration","https://seal.run/integrations/workflows/liquid-handling-data-integration"],"connectionType":"Instrument Connection","description":"Seal integrates Tecan Fluent with your experiments, samples and review workflows. Collect instrument exports through Seal IoT, preserve the original files and map selected results into ordinary Seal fields.","url":"https://seal.run/integrations/tecan-fluent","documentation":{"url":"https://platform.seal.run/docs/integrations/tecan-fluent","scope":"provider"},"connection":["Collect completed exports through Seal IoT, retain the source File, and map selected values with a configured Seal Script. Acquisition and control stay in the vendor software. Selecting a listing does not install a parser or start acquisition."],"providerReference":"https://www.tecan.com/knowledge-portal/what-is-sample-tracking","instrument":{"manufacturer":"Tecan","aliases":"Tecan Fluent FluentControl Sample Tracking liquid handling robot pipetting","sourceEvidence":"FluentControl Sample Tracking PDF reports and optional CSV exports; the add-on must be configured.","suggestedRecords":"One preparation run with selected transfer or plate-result records linked to the tracking report.","contextToPreserve":"Run and plate; Sample transfer; Pipetting status; Source and revision.","interpretationCheck":"A ZEIA database export contains methods and dependencies, not completed sample transfers. Collect execution reports and preserve pipetting status before updating sample genealogy."}},{"id":"eppendorf-epmotion","name":"Eppendorf epMotion","category":"Lab Instruments","workflowGuides":["https://seal.run/integrations/workflows/liquid-handling-data-integration"],"connectionType":"Instrument Connection","description":"Seal integrates Eppendorf epMotion with your experiments, samples and review workflows. Collect instrument exports through Seal IoT, preserve the original files and map selected results into ordinary Seal fields.","url":"https://seal.run/integrations/eppendorf-epmotion","documentation":{"url":"https://platform.seal.run/docs/integrations/eppendorf-epmotion","scope":"provider"},"connection":["Collect completed exports through Seal IoT, retain the source File, and map selected values with a configured Seal Script. Acquisition and control stay in the vendor software. Selecting a listing does not install a parser or start acquisition."],"providerReference":"https://www.eppendorf.com/product-media/doc/en/232049/Automated-Liquid-Handling_Flyer_epMotion-GxP_Unquestionable.pdf","instrument":{"manufacturer":"Eppendorf","aliases":"Eppendorf epMotion 5070 5073 5075 epBlue ID GxP liquid handling","sourceEvidence":"epBlue run documentation and configured epBlue ID sample-tracking outputs; verify installed modules.","suggestedRecords":"One preparation run linked to source files and evidenced sample transfers where available.","contextToPreserve":"Run and application; Labware and transfers; Execution evidence; Source and revision.","interpretationCheck":"An imported CSV transfer list is a plan. It does not prove that the pipetting operation completed or that the recorded barcode matches the physical plate."}},{"id":"thermo-kingfisher","name":"Thermo Scientific KingFisher","category":"Lab Instruments","workflowGuides":["https://seal.run/integrations/workflows/liquid-handling-data-integration"],"connectionType":"Instrument Connection","description":"Seal integrates Thermo Scientific KingFisher with your experiments, samples and review workflows. Collect instrument exports through Seal IoT, preserve the original files and map selected results into ordinary Seal fields.","url":"https://seal.run/integrations/thermo-kingfisher","documentation":{"url":"https://platform.seal.run/docs/integrations/thermo-kingfisher","scope":"provider"},"connection":["Collect completed exports through Seal IoT, retain the source File, and map selected values with a configured Seal Script. Acquisition and control stay in the vendor software. Selecting a listing does not install a parser or start acquisition."],"providerReference":"https://assets.thermofisher.com/TFS-Assets/LSG/manuals/BindIt_4_KingFisherInstrumentsUserManual.pdf","instrument":{"manufacturer":"Thermo Fisher Scientific","aliases":"Thermo KingFisher Flex Duo Prime Presto Apex BindIt BindIx extraction purification","sourceEvidence":"BindIt run reports in XLSX, text or PDF; KingFisher Apex uses its documented XML or PDF run reports.","suggestedRecords":"One extraction run linked to input samples, output eluates and execution evidence.","contextToPreserve":"Run and protocol; Sample and eluate; Run outcome; Source and revision.","interpretationCheck":"A protocol export describes a method, not a completed extraction. A successful run status also does not establish nucleic-acid yield or purity; link those downstream measurements separately."}},{"id":"cytiva-sepax-c-pro","name":"Cytiva Sepax C-Pro","category":"Lab Instruments","workflowGuides":["https://seal.run/integrations/workflows/liquid-handling-data-integration"],"connectionType":"Instrument Connection","description":"Seal integrates Cytiva Sepax C-Pro with your experiments, samples and review workflows. Collect instrument exports through Seal IoT, preserve the original files and map selected results into ordinary Seal fields.","url":"https://seal.run/integrations/cytiva-sepax-c-pro","documentation":{"url":"https://platform.seal.run/docs/integrations/cytiva-sepax-c-pro","scope":"provider"},"connection":["Collect completed exports through Seal IoT, retain the source File, and map selected values with a configured Seal Script. Acquisition and control stay in the vendor software. Selecting a listing does not install a parser or start acquisition."],"providerReference":"https://www.cytivalifesciences.co.kr/model/sepax-c-pro/","instrument":{"manufacturer":"Cytiva","aliases":"Cytiva Biosafe Sepax C Pro cell therapy processing wash concentration","sourceEvidence":"Sepax C-Pro PDF procedure reports and available procedural graph or log exports.","suggestedRecords":"One cell-processing procedure linked to input material, output fractions and its original report.","contextToPreserve":"Procedure and material; Processing parameters; Outcome and evidence; Source and revision.","interpretationCheck":"Processing completion does not establish cell recovery or viability. Link pre- and post-process assays explicitly; do not derive a yield from volume alone."}},{"id":"sotax-q-doc","name":"SOTAX q-doc","category":"Lab Instruments","workflowGuides":[],"connectionType":"Instrument Connection","description":"Seal integrates SOTAX q-doc with your experiments, samples and review workflows. Collect instrument exports through Seal IoT, preserve the original files and map selected results into ordinary Seal fields.","url":"https://seal.run/integrations/sotax-q-doc","documentation":{"url":"https://platform.seal.run/docs/integrations/sotax-q-doc","scope":"provider"},"connection":["Collect completed exports through Seal IoT, retain the source File, and map selected values with a configured Seal Script. Acquisition and control stay in the vendor software. Selecting a listing does not install a parser or start acquisition."],"providerReference":"https://www.sotax.com/data_management/data_management_software_q_docr","instrument":{"manufacturer":"SOTAX","aliases":"SOTAX q doc AT7 AT MD dissolution tablet hardness friability physical testing","sourceEvidence":"q-doc test and batch reports; structured LIMS exports depend on the configured module.","suggestedRecords":"One dissolution or physical-test evaluation linked to sample units, timepoints and the original batch report.","contextToPreserve":"Batch and test unit; Test result; Method and calculation; Source and revision.","interpretationCheck":"Dissolution percentages depend on sampling, replacement and calculation conventions. Preserve vessel and timepoint identity, and keep physical-test results separate from dissolution profiles."}},{"id":"anton-paar-litesizer","name":"Anton Paar Litesizer","category":"Lab Instruments","workflowGuides":[],"connectionType":"Instrument Connection","description":"Seal integrates Anton Paar Litesizer with your experiments, samples and review workflows. Collect instrument exports through Seal IoT, preserve the original files and map selected results into ordinary Seal fields.","url":"https://seal.run/integrations/anton-paar-litesizer","documentation":{"url":"https://platform.seal.run/docs/integrations/anton-paar-litesizer","scope":"provider"},"connection":["Collect completed exports through Seal IoT, retain the source File, and map selected values with a configured Seal Script. Acquisition and control stay in the vendor software. Selecting a listing does not install a parser or start acquisition."],"providerReference":"https://www.anton-paar.com/us-en/products/details/software-for-particle-analysis-kalliopetm/","instrument":{"manufacturer":"Anton Paar","aliases":"Anton Paar Litesizer DLS 500 701 Kalliope zeta potential particle sizing","sourceEvidence":"Kalliope exported measurement results and configurable reports; select the layout for the installed instrument.","suggestedRecords":"One sample particle evaluation with selected size or zeta-potential fields and full distribution evidence.","contextToPreserve":"Sample and technique; Size or zeta result; Dispersant and evaluation; Source and revision.","interpretationCheck":"Intensity-, volume- and number-weighted distributions are not interchangeable. Preserve diameter or radius convention and dispersant properties used in the calculation."}},{"id":"agilent-seahorse","name":"Agilent Seahorse XF","category":"Lab Instruments","workflowGuides":[],"connectionType":"Instrument Connection","description":"Seal integrates Agilent Seahorse XF with your experiments, samples and review workflows. Collect instrument exports through Seal IoT, preserve the original files and map selected results into ordinary Seal fields.","url":"https://seal.run/integrations/agilent-seahorse","documentation":{"url":"https://platform.seal.run/docs/integrations/agilent-seahorse","scope":"provider"},"connection":["Collect completed exports through Seal IoT, retain the source File, and map selected values with a configured Seal Script. Acquisition and control stay in the vendor software. Selecting a listing does not install a parser or start acquisition."],"providerReference":"https://www.agilent.com/cs/library/usermanuals/public/S7894-10000_Rev_C_Wave_2_6_User_Guide.pdf","instrument":{"manufacturer":"Agilent","aliases":"Agilent Seahorse XFe96 XFe24 XF Pro Wave OCR ECAR PER metabolism","sourceEvidence":"Wave Excel result exports with retained ASYR assay files and analysis reports.","suggestedRecords":"One metabolic plate assay with sample-well time courses and selected calculated parameters.","contextToPreserve":"Plate well and phase; Metabolic rate; Normalization and analysis; Source and revision.","interpretationCheck":"Oxygen consumption, extracellular acidification and proton efflux are different quantities. Preserve normalization and injection phases before comparing rates or calculating derived metabolism."}},{"id":"thermo-countess-3","name":"Thermo Fisher Countess 3","category":"Lab Instruments","workflowGuides":[],"connectionType":"Instrument Connection","description":"Seal integrates Thermo Fisher Countess 3 with your experiments, samples and review workflows. Collect instrument exports through Seal IoT, preserve the original files and map selected results into ordinary Seal fields.","url":"https://seal.run/integrations/thermo-countess-3","documentation":{"url":"https://platform.seal.run/docs/integrations/thermo-countess-3","scope":"provider"},"connection":["Collect completed exports through Seal IoT, retain the source File, and map selected values with a configured Seal Script. Acquisition and control stay in the vendor software. Selecting a listing does not install a parser or start acquisition."],"providerReference":"https://documents.thermofisher.com/TFS-Assets/LSG/manuals/MAN0019566_Countess_3_Auto_Cell_Counter_UG.pdf","instrument":{"manufacturer":"Thermo Fisher Scientific","aliases":"Invitrogen Thermo Countess 3 FL cell counter viability trypan blue","sourceEvidence":"Countess CSV counts, PDF reports and images exported through supported USB or network storage.","suggestedRecords":"One sample count analysis with total and viable concentration, viability and linked counting images.","contextToPreserve":"Sample and count; Viability and density; Counting context; Source and revision.","interpretationCheck":"A CSV can contain current and previous counts. Preserve count identity and dilution settings; importing every row again or applying dilution twice produces incorrect culture records."}},{"id":"revvity-cellaca-mx","name":"Revvity Cellaca MX","category":"Lab Instruments","workflowGuides":[],"connectionType":"Instrument Connection","description":"Seal integrates Revvity Cellaca MX with your experiments, samples and review workflows. Collect instrument exports through Seal IoT, preserve the original files and map selected results into ordinary Seal fields.","url":"https://seal.run/integrations/revvity-cellaca-mx","documentation":{"url":"https://platform.seal.run/docs/integrations/revvity-cellaca-mx","scope":"provider"},"connection":["Collect completed exports through Seal IoT, retain the source File, and map selected values with a configured Seal Script. Acquisition and control stay in the vendor software. Selecting a listing does not install a parser or start acquisition."],"providerReference":"https://resources.revvity.com/pdfs/8002958%20Cellaca%20MX%20User%20Manual%20Rev%20I.pdf","instrument":{"manufacturer":"Revvity","aliases":"Nexcelom Revvity Cellaca MX cell counter AO PI viability","sourceEvidence":"Cellaca MX configured CSV or Excel assay-report exports with retained images and reports.","suggestedRecords":"One sample-well count analysis linked to plate scan, assay and source images.","contextToPreserve":"Plate scan and well; Cell concentration and viability; Assay and images; Source and revision.","interpretationCheck":"Plate position is only unique within a scan. Preserve assay, dilution and analysis settings so repeat scans or changed gating do not silently replace earlier counts."}},{"id":"mastercontrol","name":"MasterControl","category":"Quality & Regulatory","workflowGuides":[],"connectionType":"API integration","description":"Bring quality records into investigations and prepare change-impact reports. Scope an API integration so neil can use the permitted records to prepare analysis, reports and follow-up work.","url":"https://seal.run/integrations/mastercontrol","documentation":{"url":"https://platform.seal.run/docs/getting-started/connect-integrations","scope":"general"},"connection":["Scope the connection through MasterControl’s API Toolkit or integration services. Confirm available Qx/Mx endpoints and field mappings for your environment.","This is an API integration option to scope and implement, not a ready-made Seal connector. Start with read access; any source-system changes need separately configured actions and controls."],"providerReference":"https://www.mastercontrol.com/services/integration/"},{"id":"etq-reliance","name":"ETQ Reliance","category":"Quality & Regulatory","workflowGuides":[],"connectionType":"API integration","description":"Connect quality events with production context and follow-up evidence. Scope an API integration so neil can use the permitted records to prepare analysis, reports and follow-up work.","url":"https://seal.run/integrations/etq-reliance","documentation":{"url":"https://platform.seal.run/docs/getting-started/connect-integrations","scope":"general"},"connection":["Use Reliance’s RESTful Web Services. Agree the applications, forms and fields exposed by your configuration before mapping events to other systems.","This is an API integration option to scope and implement, not a ready-made Seal connector. Start with read access; any source-system changes need separately configured actions and controls."],"providerReference":"https://www.etq.com/platform/"},{"id":"qualio","name":"Qualio","category":"Quality & Regulatory","workflowGuides":[],"connectionType":"API integration","description":"Compare documents, training and quality events in one source-backed review. Scope an API integration so neil can use the permitted records to prepare analysis, reports and follow-up work.","url":"https://seal.run/integrations/qualio","documentation":{"url":"https://platform.seal.run/docs/getting-started/connect-integrations","scope":"general"},"connection":["Use Qualio’s Developer API with an administrator-issued token and the permitted resources. Confirm endpoint access and account requirements.","This is an API integration option to scope and implement, not a ready-made Seal connector. Start with read access; any source-system changes need separately configured actions and controls."],"providerReference":"https://docs.qualio.com/en/articles/12604878-qualio-developer-api"},{"id":"greenlight-guru","name":"Greenlight Guru","category":"Quality & Regulatory","workflowGuides":[],"connectionType":"API integration","description":"Connect design controls, complaints and CAPAs to their supporting evidence. Scope an API integration so neil can use the permitted records to prepare analysis, reports and follow-up work.","url":"https://seal.run/integrations/greenlight-guru","documentation":{"url":"https://platform.seal.run/docs/getting-started/connect-integrations","scope":"general"},"connection":["Use Greenlight Guru’s REST API. Select the objects and operations included in your subscription, with separate approval for any write-back.","This is an API integration option to scope and implement, not a ready-made Seal connector. Start with read access; any source-system changes need separately configured actions and controls."],"providerReference":"https://www.greenlight.guru/api"},{"id":"compliancequest","name":"ComplianceQuest","category":"Quality & Regulatory","workflowGuides":[],"connectionType":"API integration","description":"Join quality processes with ERP, manufacturing and customer records. Scope an API integration so neil can use the permitted records to prepare analysis, reports and follow-up work.","url":"https://seal.run/integrations/compliancequest","documentation":{"url":"https://platform.seal.run/docs/getting-started/connect-integrations","scope":"general"},"connection":["Use the platform’s Salesforce-based REST interfaces. Map the installed objects, field permissions and relationships in your organisation.","This is an API integration option to scope and implement, not a ready-made Seal connector. Start with read access; any source-system changes need separately configured actions and controls."],"providerReference":"https://www.compliancequest.com/integration/"},{"id":"labware","name":"LabWare LIMS","category":"Laboratory Systems","workflowGuides":["https://seal.run/integrations/workflows/akta-unicorn-lims-integration","https://seal.run/integrations/workflows/waters-empower-lims-integration","https://seal.run/integrations/workflows/softmax-pro-lims-integration","https://seal.run/integrations/workflows/agilent-openlab-lims-integration","https://seal.run/integrations/workflows/thermo-chromeleon-lims-integration","https://seal.run/integrations/workflows/hamilton-venus-lims-integration","https://seal.run/integrations/workflows/nova-bioprofile-flex2-lims-integration","https://seal.run/integrations/workflows/malvern-zetasizer-lims-integration","https://seal.run/integrations/workflows/lims-result-integration"],"connectionType":"API integration","description":"Bring sample and result data into batch reviews and laboratory investigations. Scope an API integration so neil can use the permitted records to prepare analysis, reports and follow-up work.","url":"https://seal.run/integrations/labware","documentation":{"url":"https://platform.seal.run/docs/integrations/labware","scope":"provider"},"connection":["Use LabWare’s REST/JSON interfaces or configured integration services. Map sample identifiers, test methods, result units and result status explicitly.","This is an API integration option to scope and implement, not a ready-made Seal connector. Start with read access; any source-system changes need separately configured actions and controls."],"providerReference":"https://www.labware.com/lims/integration"},{"id":"labvantage","name":"LabVantage LIMS","category":"Laboratory Systems","workflowGuides":["https://seal.run/integrations/workflows/akta-unicorn-lims-integration","https://seal.run/integrations/workflows/waters-empower-lims-integration","https://seal.run/integrations/workflows/agilent-openlab-lims-integration","https://seal.run/integrations/workflows/thermo-chromeleon-lims-integration","https://seal.run/integrations/workflows/hamilton-venus-lims-integration","https://seal.run/integrations/workflows/tecan-fluentcontrol-lims-integration","https://seal.run/integrations/workflows/beckman-vi-cell-blu-lims-integration","https://seal.run/integrations/workflows/malvern-zetasizer-lims-integration","https://seal.run/integrations/workflows/lims-result-integration"],"connectionType":"API integration","description":"Connect laboratory results with manufacturing and quality-system context. Scope an API integration so neil can use the permitted records to prepare analysis, reports and follow-up work.","url":"https://seal.run/integrations/labvantage","documentation":{"url":"https://platform.seal.run/docs/integrations/labvantage","scope":"provider"},"connection":["Use LabVantage RESTful services, or existing SOAP interfaces where appropriate. The deployed version and configuration determine available record types.","This is an API integration option to scope and implement, not a ready-made Seal connector. Start with read access; any source-system changes need separately configured actions and controls."],"providerReference":"https://www.labvantage.com/informatics/lims/"},{"id":"samplemanager","name":"Thermo Scientific SampleManager","category":"Laboratory Systems","workflowGuides":["https://seal.run/integrations/workflows/thermo-chromeleon-lims-integration","https://seal.run/integrations/workflows/lims-result-integration"],"connectionType":"API integration","description":"Trace laboratory findings back to samples, tests and instrument results. Scope an API integration so neil can use the permitted records to prepare analysis, reports and follow-up work.","url":"https://seal.run/integrations/samplemanager","documentation":{"url":"https://platform.seal.run/docs/integrations/thermo-scientific-samplemanager","scope":"provider"},"connection":["Use the version-specific SampleManager REST API. Confirm API authentication, result mappings and the instrument/CDS interfaces installed at your site.","This is an API integration option to scope and implement, not a ready-made Seal connector. Start with read access; any source-system changes need separately configured actions and controls."],"providerReference":"https://documents.thermofisher.com/TFS-Assets/DSD/Flyers/SampleManager-LIMS-21.3-Flyer-EN.pdf"},{"id":"labguru","name":"Labguru","category":"Laboratory Systems","workflowGuides":["https://seal.run/integrations/workflows/softmax-pro-lims-integration","https://seal.run/integrations/workflows/lims-result-integration"],"connectionType":"API integration","description":"Connect experiments, protocols and inventory to answer research questions. Scope an API integration so neil can use the permitted records to prepare analysis, reports and follow-up work.","url":"https://seal.run/integrations/labguru","documentation":{"url":"https://platform.seal.run/docs/integrations/labguru","scope":"provider"},"connection":["Use the Labguru REST API with an authorised account token. Limit the connection to the projects and resources needed for the job.","This is an API integration option to scope and implement, not a ready-made Seal connector. Start with read access; any source-system changes need separately configured actions and controls."],"providerReference":"https://help.labguru.com/en/articles/6149483-api-introduction-and-overview"},{"id":"scinote","name":"SciNote","category":"Laboratory Systems","workflowGuides":["https://seal.run/integrations/workflows/lims-result-integration"],"connectionType":"API integration","description":"Turn selected experiments and inventory records into a research brief. Scope an API integration so neil can use the permitted records to prepare analysis, reports and follow-up work.","url":"https://seal.run/integrations/scinote","documentation":{"url":"https://platform.seal.run/docs/getting-started/connect-integrations","scope":"general"},"connection":["Use SciNote’s REST API with an account-generated API key. Confirm API availability and the supported resources for your deployment.","This is an API integration option to scope and implement, not a ready-made Seal connector. Start with read access; any source-system changes need separately configured actions and controls."],"providerReference":"https://knowledgebase.scinote.net/en/knowledge/how-could-scinote-be-integrated-with-other-software"},{"id":"tulip","name":"Tulip","category":"Manufacturing Systems","workflowGuides":[],"connectionType":"API integration","description":"Connect shop-floor table records with quality investigations and production reviews. Scope an API integration so neil can use the permitted records to prepare analysis, reports and follow-up work.","url":"https://seal.run/integrations/tulip","documentation":{"url":"https://platform.seal.run/docs/integrations/tulip","scope":"provider"},"connection":["Use Tulip’s public HTTPS APIs with scoped credentials. Agree which tables represent execution data and how their identifiers map to batches and equipment.","This is an API integration option to scope and implement, not a ready-made Seal connector. Start with read access; any source-system changes need separately configured actions and controls."],"providerReference":"https://developer.tulip.co/"},{"id":"ignition","name":"Ignition","category":"Manufacturing Systems","workflowGuides":[],"connectionType":"API integration","description":"Use exposed gateway data to investigate process events alongside batch records. Scope an API integration so neil can use the permitted records to prepare analysis, reports and follow-up work.","url":"https://seal.run/integrations/ignition","documentation":{"url":"https://platform.seal.run/docs/getting-started/connect-integrations","scope":"general"},"connection":["Ignition 8.3 exposes a gateway OpenAPI specification. Select read-only routes from the installed modules; additional process-data endpoints may require gateway configuration. This does not grant control of equipment.","This is an API integration option to scope and implement, not a ready-made Seal connector. Start with read access; any source-system changes need separately configured actions and controls."],"providerReference":"https://www.docs.inductiveautomation.com/docs/8.3/platform/gateway/openapi"},{"id":"oracle-fusion-scm","name":"Oracle Fusion Cloud SCM","category":"ERP","workflowGuides":["https://seal.run/integrations/workflows/erp-bom-integration"],"connectionType":"API integration","description":"Connect supply-chain and manufacturing data to material and batch investigations. Scope an API integration so neil can use the permitted records to prepare analysis, reports and follow-up work.","url":"https://seal.run/integrations/oracle-fusion-scm","documentation":{"url":"https://platform.seal.run/docs/getting-started/connect-integrations","scope":"general"},"connection":["Use the Oracle Fusion Cloud SCM REST APIs with a dedicated integration role. Scope business units, inventory organisations and the required resources.","This is an API integration option to scope and implement, not a ready-made Seal connector. Start with read access; any source-system changes need separately configured actions and controls."],"providerReference":"https://docs.oracle.com/en/cloud/saas/supply-chain-and-manufacturing/25d/fasrp/index.html"},{"id":"dynamics-365-supply-chain","name":"Microsoft Dynamics 365 Supply Chain","category":"ERP","workflowGuides":["https://seal.run/integrations/workflows/erp-bom-integration"],"connectionType":"API integration","description":"Connect inventory, production and supplier data through public data entities. Scope an API integration so neil can use the permitted records to prepare analysis, reports and follow-up work.","url":"https://seal.run/integrations/dynamics-365-supply-chain","documentation":{"url":"https://platform.seal.run/docs/getting-started/connect-integrations","scope":"general"},"connection":["Use the OData endpoint for entities marked public. Confirm company context, entity keys and role permissions; not every application field is exposed automatically.","This is an API integration option to scope and implement, not a ready-made Seal connector. Start with read access; any source-system changes need separately configured actions and controls."],"providerReference":"https://learn.microsoft.com/en-us/dynamics365/fin-ops-core/dev-itpro/data-entities/odata"},{"id":"ibm-maximo","name":"IBM Maximo","category":"Maintenance & Assets","workflowGuides":[],"connectionType":"API integration","description":"Connect equipment history and work orders to recurring production problems. Scope an API integration so neil can use the permitted records to prepare analysis, reports and follow-up work.","url":"https://seal.run/integrations/ibm-maximo","documentation":{"url":"https://platform.seal.run/docs/getting-started/connect-integrations","scope":"general"},"connection":["Use Maximo Manage’s REST/OSLC APIs. Inspect the installation’s generated API specification and grant access to the selected object structures.","This is an API integration option to scope and implement, not a ready-made Seal connector. Start with read access; any source-system changes need separately configured actions and controls."],"providerReference":"https://developer.ibm.com/apis/catalog/maximo--maximo-manage-rest-api/"},{"id":"maintainx","name":"MaintainX","category":"Maintenance & Assets","workflowGuides":[],"connectionType":"API integration","description":"Bring maintenance work and asset context into production investigations. Scope an API integration so neil can use the permitted records to prepare analysis, reports and follow-up work.","url":"https://seal.run/integrations/maintainx","documentation":{"url":"https://platform.seal.run/docs/getting-started/connect-integrations","scope":"general"},"connection":["Use the MaintainX REST API and, where appropriate, webhooks. API keys and organisation access determine which records can be included.","This is an API integration option to scope and implement, not a ready-made Seal connector. Start with read access; any source-system changes need separately configured actions and controls."],"providerReference":"https://help.getmaintainx.com/build/build-with-maintainx"},{"id":"fiix","name":"Fiix","category":"Maintenance & Assets","workflowGuides":[],"connectionType":"API integration","description":"Connect asset and maintenance records with quality and manufacturing evidence. Scope an API integration so neil can use the permitted records to prepare analysis, reports and follow-up work.","url":"https://seal.run/integrations/fiix","documentation":{"url":"https://platform.seal.run/docs/getting-started/connect-integrations","scope":"general"},"connection":["Use the Fiix API with the integration credentials and permissions assigned to your environment. Map equipment identifiers to the manufacturing records.","This is an API integration option to scope and implement, not a ready-made Seal connector. Start with read access; any source-system changes need separately configured actions and controls."],"providerReference":"https://fiixlabs.github.io/api-documentation/"},{"id":"jama-connect","name":"Jama Connect","category":"Engineering & Validation","workflowGuides":[],"connectionType":"API integration","description":"Trace requirements to tests and expose missing verification evidence. Scope an API integration so neil can use the permitted records to prepare analysis, reports and follow-up work.","url":"https://seal.run/integrations/jama-connect","documentation":{"url":"https://platform.seal.run/docs/getting-started/connect-integrations","scope":"general"},"connection":["Use the Jama Connect REST API. API access requires a Named Creator licence; project permissions still apply.","This is an API integration option to scope and implement, not a ready-made Seal connector. Start with read access; any source-system changes need separately configured actions and controls."],"providerReference":"https://help.jamasoftware.com/ah/en/getting-to-know-jama-connect-features/rest-api-and-extensibility.html"},{"id":"polarion","name":"Siemens Polarion","category":"Engineering & Validation","workflowGuides":[],"connectionType":"API integration","description":"Connect requirements, work items and test evidence across a change. Scope an API integration so neil can use the permitted records to prepare analysis, reports and follow-up work.","url":"https://seal.run/integrations/polarion","documentation":{"url":"https://platform.seal.run/docs/getting-started/connect-integrations","scope":"general"},"connection":["Enable Polarion’s REST API and use an authorised token. The installed version and project permissions determine the available resources and operations.","This is an API integration option to scope and implement, not a ready-made Seal connector. Start with read access; any source-system changes need separately configured actions and controls."],"providerReference":"https://developer.siemens.com/polarion/overview.html"},{"id":"testrail","name":"TestRail","category":"Engineering & Validation","workflowGuides":[],"connectionType":"API integration","description":"Turn test cases, runs and results into a clear verification summary. Scope an API integration so neil can use the permitted records to prepare analysis, reports and follow-up work.","url":"https://seal.run/integrations/testrail","documentation":{"url":"https://platform.seal.run/docs/getting-started/connect-integrations","scope":"general"},"connection":["Use the TestRail API with project-scoped access. Handle pagination and preserve case, run and result identifiers in the output.","This is an API integration option to scope and implement, not a ready-made Seal connector. Start with read access; any source-system changes need separately configured actions and controls."],"providerReference":"https://support.testrail.com/hc/en-us/articles/7077083596436-Introduction-to-the-TestRail-API"},{"id":"docebo","name":"Docebo","category":"Training & Learning","workflowGuides":[],"connectionType":"API integration","description":"Connect course and enrolment records to procedure-change follow-up. Scope an API integration so neil can use the permitted records to prepare analysis, reports and follow-up work.","url":"https://seal.run/integrations/docebo","documentation":{"url":"https://platform.seal.run/docs/getting-started/connect-integrations","scope":"general"},"connection":["Use the Docebo API browser to confirm available endpoints and authentication for your platform. Course completion is not, by itself, evidence of demonstrated qualification.","This is an API integration option to scope and implement, not a ready-made Seal connector. Start with read access; any source-system changes need separately configured actions and controls."],"providerReference":"https://help.docebo.com/hc/en-us/articles/360020082040-API-general-information"},{"id":"cornerstone","name":"Cornerstone OnDemand","category":"Training & Learning","workflowGuides":[],"connectionType":"API integration","description":"Bring learning transcripts into change assessments and readiness reviews. Scope an API integration so neil can use the permitted records to prepare analysis, reports and follow-up work.","url":"https://seal.run/integrations/cornerstone","documentation":{"url":"https://platform.seal.run/docs/getting-started/connect-integrations","scope":"general"},"connection":["Use Cornerstone’s learning APIs with the required scopes. Confirm user mapping and transcript-status meaning before connecting learning records to operational roles.","This is an API integration option to scope and implement, not a ready-made Seal connector. Start with read access; any source-system changes need separately configured actions and controls."],"providerReference":"https://csod.dev/guides/learning/transcript/"},{"id":"notion","name":"Notion","category":"Collaboration","workflowGuides":[],"connectionType":"API integration","description":"Use shared project pages and databases as context for reports and work plans. Scope an API integration so neil can use the permitted records to prepare analysis, reports and follow-up work.","url":"https://seal.run/integrations/notion","documentation":{"url":"https://platform.seal.run/docs/getting-started/connect-integrations","scope":"general"},"connection":["Use the Notion API with an authorised integration token. Only shared resources and permitted capabilities are available.","This is an API integration option to scope and implement, not a ready-made Seal connector. Start with read access; any source-system changes need separately configured actions and controls."],"providerReference":"https://developers.notion.com/reference/intro"},{"id":"confluence","name":"Atlassian Confluence","category":"Collaboration","workflowGuides":[],"connectionType":"API integration","description":"Compare technical pages and collect project knowledge for an investigation. Scope an API integration so neil can use the permitted records to prepare analysis, reports and follow-up work.","url":"https://seal.run/integrations/confluence","documentation":{"url":"https://platform.seal.run/docs/getting-started/connect-integrations","scope":"general"},"connection":["Use the Confluence Cloud REST API with scoped authorisation. Confluence Data Center requires a separately scoped, version-specific interface.","This is an API integration option to scope and implement, not a ready-made Seal connector. Start with read access; any source-system changes need separately configured actions and controls."],"providerReference":"https://developer.atlassian.com/cloud/confluence/rest/v2/intro/"},{"id":"airtable","name":"Airtable","category":"Collaboration","workflowGuides":[],"connectionType":"API integration","description":"Reconcile operational trackers and prepare a clear account of missing work. Scope an API integration so neil can use the permitted records to prepare analysis, reports and follow-up work.","url":"https://seal.run/integrations/airtable","documentation":{"url":"https://platform.seal.run/docs/integrations/airtable","scope":"provider"},"connection":["Use Airtable’s Web API with scoped access to selected bases. Preserve linked-record identifiers and handle paginated results.","This is an API integration option to scope and implement, not a ready-made Seal connector. Start with read access; any source-system changes need separately configured actions and controls."],"providerReference":"https://support.airtable.com/articles/6292134965-getting-started-with-airtable-s-web-api"},{"id":"servicenow","name":"ServiceNow","category":"Business Systems","workflowGuides":[],"connectionType":"API integration","description":"Connect incidents, changes and service work to operational investigations. Scope an API integration so neil can use the permitted records to prepare analysis, reports and follow-up work.","url":"https://seal.run/integrations/servicenow","documentation":{"url":"https://platform.seal.run/docs/integrations/servicenow","scope":"provider"},"connection":["Use the ServiceNow Table API or a scoped application API. Map the selected tables and keep write-back permissions separate from read access.","This is an API integration option to scope and implement, not a ready-made Seal connector. Start with read access; any source-system changes need separately configured actions and controls."],"providerReference":"https://www.servicenow.com/docs/r/xanadu/api-reference/rest-apis/c_TableAPI.html"},{"id":"zendesk","name":"Zendesk","category":"Business Systems","workflowGuides":[],"connectionType":"API integration","description":"Bring support tickets into complaint intake and product-quality investigations. Scope an API integration so neil can use the permitted records to prepare analysis, reports and follow-up work.","url":"https://seal.run/integrations/zendesk","documentation":{"url":"https://platform.seal.run/docs/integrations/zendesk","scope":"provider"},"connection":["Use Zendesk’s Ticketing API with scoped authentication. Define the minimum customer information needed and how ticket references map to quality records.","This is an API integration option to scope and implement, not a ready-made Seal connector. Start with read access; any source-system changes need separately configured actions and controls."],"providerReference":"https://developer.zendesk.com/api-reference/ticketing/introduction/"},{"id":"hubspot","name":"HubSpot","category":"Business Systems","workflowGuides":[],"connectionType":"API integration","description":"Connect customer tickets and CRM context with quality follow-up. Scope an API integration so neil can use the permitted records to prepare analysis, reports and follow-up work.","url":"https://seal.run/integrations/hubspot","documentation":{"url":"https://platform.seal.run/docs/integrations/hubspot","scope":"provider"},"connection":["Use HubSpot’s CRM APIs with an authorised app. Agree which ticket and association fields are needed, excluding unrelated customer data.","This is an API integration option to scope and implement, not a ready-made Seal connector. Start with read access; any source-system changes need separately configured actions and controls."],"providerReference":"https://developers.hubspot.com/docs/api-reference/latest/crm/objects/tickets/guide"},{"id":"databricks","name":"Databricks","category":"Analytics & Reporting","workflowGuides":[],"connectionType":"API integration","description":"Query prepared data and bring reproducible analysis into an investigation report. Scope an API integration so neil can use the permitted records to prepare analysis, reports and follow-up work.","url":"https://seal.run/integrations/databricks","documentation":{"url":"https://platform.seal.run/docs/getting-started/connect-integrations","scope":"general"},"connection":["Use Databricks workspace APIs and an approved SQL endpoint. Scope credentials, catalogs and compute access; preserve query parameters and retrieval context.","This is an API integration option to scope and implement, not a ready-made Seal connector. Start with read access; any source-system changes need separately configured actions and controls."],"providerReference":"https://docs.databricks.com/api/workspace/"},{"id":"google-bigquery","name":"Google BigQuery","category":"Analytics & Reporting","workflowGuides":[],"connectionType":"API integration","description":"Query operational datasets and turn the results into referenced charts and reports. Scope an API integration so neil can use the permitted records to prepare analysis, reports and follow-up work.","url":"https://seal.run/integrations/google-bigquery","documentation":{"url":"https://platform.seal.run/docs/getting-started/connect-integrations","scope":"general"},"connection":["Use the BigQuery REST API with a scoped service identity. Set query, cost and data-access limits, and record the dataset and query used.","This is an API integration option to scope and implement, not a ready-made Seal connector. Start with read access; any source-system changes need separately configured actions and controls."],"providerReference":"https://docs.cloud.google.com/bigquery/docs/reference/rest"},{"id":"amazon-redshift","name":"Amazon Redshift","category":"Analytics & Reporting","workflowGuides":[],"connectionType":"API integration","description":"Use warehouse queries to investigate production, inventory and quality patterns. Scope an API integration so neil can use the permitted records to prepare analysis, reports and follow-up work.","url":"https://seal.run/integrations/amazon-redshift","documentation":{"url":"https://platform.seal.run/docs/getting-started/connect-integrations","scope":"general"},"connection":["Use the Amazon Redshift Data API. Agree IAM and database permissions, query limits and the allowed read-only dataset scope.","This is an API integration option to scope and implement, not a ready-made Seal connector. Start with read access; any source-system changes need separately configured actions and controls."],"providerReference":"https://docs.aws.amazon.com/redshift-data/latest/APIReference/Welcome.html"}]}