Start with a blueprint.
Make it yours.
122 starting points for manufacturing, laboratory and quality operations on Seal. Adapt the workflows with Neil, your AI agent, then improve them from the evidence of each run.
Explore worked examples with records, calculations and decision rules
122 blueprints and 7 worked examples
Systems
Manufacturing execution
Run your batch process and improve the next version from its evidence.
Quality management
Connect findings, corrective actions and evidence of effectiveness.
QC laboratory
Follow samples from receipt through testing and result review.
Electronic lab notebook
Build structured protocols and compare experiments with Neil.
Inventory management
Track material status, location and use across your operation.
Clinical operations
Bring study, site and participant work into a connected review.
Show 13 more systemsShow fewer systems
Equipment lifecycle
Connect equipment use, maintenance, calibration and qualification.
Document management
Control procedure versions and the work each revision affects.
Clinical trial management
Coordinate sites, milestones and outstanding trial work.
Regulatory information
Track product registrations, market requirements and commitments.
Product lifecycle
Carry product and process knowledge from development into manufacturing.
Patient orchestration
Coordinate patient milestones with collection, manufacturing and treatment.
Learning management
Connect training assignments and qualification to the work people do.
Maintenance management
Plan maintenance and keep work orders with equipment history.
Warehouse management
Manage material receipt, storage, movement and permitted use.
Trial master file
Organise essential trial documents and identify missing evidence.
Clinical data capture
Connect case report forms, queries and controlled database review.
Scientific data
Keep instrument files and metadata connected to laboratory work.
Sample management
Trace sample identity, custody, storage and use.
Workflows
Technology transfer
Transfer process knowledge, requirements and readiness evidence between teams.
Electronic batch records
Turn manufacturing instructions into execution and review records.
Process development
Compare experiments and carry the selected process forward.
Drug safety
Connect safety intake, case assessment, reporting and signal review.
Quality reporting
Prepare reports with the source records behind each conclusion.
Environmental monitoring
Link environmental results to locations, operations and investigations.
Show 71 more workflowsShow fewer workflows
Device history records
Keep manufacturing evidence and exceptions with each device or lot.
Supplier quality
Review supplier scope, performance and outstanding quality actions.
Batch review and release
Bring the batch record, results and open dependencies into review.
Clinical trial supply
Coordinate trial material availability, blinding and accountability.
Cleaning validation
Connect cleaning limits, execution, samples and equipment status.
Electronic logbooks
Record equipment and facility events in their operational context.
OOS and OOT investigations
Trace unexpected results through methods, samples and investigation evidence.
Audit trail review
Review changes and events alongside the records they affect.
Process validation and PPQ
Connect protocols, execution evidence and process validation conclusions.
Quality risk management
Connect risk assessments, controls and supporting evidence.
Microbiology laboratory
Track plates, organisms and results back to samples and batches.
Commissioning and qualification
Trace equipment and facility requirements through qualification testing.
Media fills
Plan aseptic process simulations and review intervention evidence.
Specification management
Keep limits, methods and effective versions with the materials they govern.
CMC knowledge
Connect product and process claims to their source evidence.
Regulatory change impact
Assess how quality changes affect market commitments and requirements.
Product quality reviews
Bring batch trends, deviations and changes into the annual review.
Analytical method lifecycle
Carry methods through development, validation, transfer and routine use.
Contamination control
Connect contamination risks to controls and evidence of performance.
Packaging and line clearance
Check components, clearance and reconciliation within the packaging record.
Water and clean utilities
Connect utility monitoring, points of use and potentially affected batches.
Continued process verification
Review process trends and investigate changes in performance.
Calibration and metrology
Track calibration status and assess the impact of failed checks.
Standards and reagents
Track preparation, expiry and use of laboratory materials.
Quality agreements
Connect partner responsibilities to review tasks and evidence.
Sterilisation loads
Keep load contents, cycle evidence and exceptions together.
Recalls and market actions
Identify affected populations and track contact, response and effectiveness.
Cold chain and excursions
Connect temperature records, handoffs and affected material disposition.
Training and qualification
Track who is qualified for each task and procedure version.
Serialisation
Reconcile unit, case and pallet identities with distribution events.
Raw material release
Connect receipt, sampling and testing before material use.
Computer system assurance
Scope critical functions and retain the evidence behind each release.
Labels and barcodes
Keep label identity and content connected to the item being labelled.
Visual inspection
Reconcile inspected units, defect categories and inspection decisions.
Manufacturing science and technology
Connect process knowledge, manufacturing signals and improvement work.
Cell banks and seed lots
Trace source material, generations, storage and authorised use.
Analytical development
Connect method experiments and performance to the intended analytical purpose.
Certificates of analysis
Prepare certificates from reviewed results and applicable specifications.
Weigh and dispense
Check material identity and quantities against the manufacturing instruction.
Single-use assemblies
Trace component lots and product-contact paths through assembly and use.
Process characterisation
Connect experimental studies to operating ranges and control decisions.
Chemical safety
Keep substance hazards, containers, locations and disposal records together.
Buffer and media preparation
Run preparation protocols with recipe versions, actual additions, checks and use traceability.
Cleanroom cleaning
Record coverage, contact times and review of cleaning activities.
PAT and real-time release testing
Connect process signals, quality predictions and release assessment.
Upstream process development
Compare bioreactor runs, feed strategies and culture performance.
Cell line development
Compare clone screening, clonality, quality and stability evidence.
Post-approval CMC changes
Track market pathways and implementation conditions for technical changes.
Downstream process development
Compare chromatography runs, fraction assays and filtration studies.
Stability studies
Plan pulls and review results against study conditions and limits.
Controlled substances
Reconcile authorised movements and investigate inventory discrepancies.
Regulatory submissions
Organise submission content with its supporting evidence and versions.
Lyophilisation
Connect load configuration, cycle phases and freeze-drying exceptions.
Inspection readiness
Organise requests, evidence scope and the material shared with inspectors.
Document control
Manage authoring, approval, distribution and retirement of controlled documents.
Supplier change notifications
Assess external changes against affected materials, processes and filings.
Deviations and investigations
Connect what happened, the affected work and investigation conclusions.
Container closure integrity
Connect package configurations, test methods and integrity evidence.
Corrective and preventive actions
Track actions through implementation and effectiveness review.
Extractables and leachables
Connect contact materials, analytical findings and toxicological assessment.
Change control
Carry a proposed change through impact assessment and implementation.
Sterile filtration
Link filter assemblies, integrity tests and affected product populations.
Nitrosamine risk
Connect formation risks, analytical results and mitigation work.
Aseptic operator qualification
Connect observed practice, gowning results and permitted activities.
Product complaints
Connect the reported issue, affected product and investigation response.
Viral safety and clearance
Trace viral safety assessments and clearance claims to study evidence.
Nonconformance and material review
Track containment, assessment and disposition of nonconforming material.
Device design control
Connect design requirements, risks, verification and validation evidence.
Compendial changes
Trace pharmacopoeial updates to affected methods and specifications.
Validation management
Keep requirements, test evidence and review decisions connected.
Audit management
Plan audits and carry findings into accountable follow-up work.
Industries
Pharmaceutical manufacturing
Connect material receipt, production, laboratory testing and batch review.
New facility launch
Bring equipment, procedures and operational readiness into one setup.
Sterile injectables
Connect aseptic execution, environmental monitoring and quality review.
Pharmaceutical QC
Coordinate laboratory work with the batches waiting for results.
Cell and gene therapy
Connect patient or donor identity, manufacturing and product evidence.
Biologics manufacturing
Trace cell banks, process stages and batch evidence through production.
Show 20 more industriesShow fewer industries
Medical devices
Connect design controls, manufacturing records and quality processes.
Biotech R&D
Carry experiments and process knowledge into quality and manufacturing work.
Contract manufacturing
Coordinate campaigns, client requirements and shared review evidence.
503B outsourcing facilities
Connect compounding execution, testing and facility quality records.
Vaccine manufacturing
Trace production stages, testing and lot release dependencies.
Radiopharmaceuticals
Coordinate time-sensitive production, testing and dose readiness.
Oral solid dose
Connect dispensing, processing, packaging and material reconciliation.
Combination products
Bring drug and device evidence into a coordinated product review.
API manufacturing
Trace material transformations, intermediates and finished API evidence.
Gene therapy and viral vectors
Connect plasmids, cells and vector production to product testing.
Peptide manufacturing
Trace synthesis, purification and pooling through the process.
Biobanking
Keep specimen lineage, storage and consent restrictions together.
Allogeneic cell therapy
Connect donor lineage, manufacturing lots and resulting doses.
Contract testing laboratories
Coordinate sample work, client requirements and result delivery.
Oligonucleotide manufacturing
Trace sequence-driven synthesis, purification and pool decisions.
Autologous cell therapy
Keep patient identity with collection, manufacturing and treatment readiness.
mRNA manufacturing
Connect sequence, template, processing and formulation evidence.
Antibody-drug conjugates
Trace antibody, linker-payload and conjugation through manufacturing.
Continuous manufacturing
Connect process disturbances and material movement to batch boundaries.
Inhalation products
Bring formulation, device components and delivered-dose testing together.
Blueprints in practice.
Work through a specific case with example data, proposed record fields, Seal configuration and decisions to verify.
QC sample receipt discrepancies: an unidentified tube example
Three tubes arrive, but only two identities are established. Reconcile the containers without guessing the missing sample.
CAPA effectiveness check: worked example and calculation
Failures fall from 12 to 5 while the rate rises. Compare recurrence against operating exposure.
SOP revision training impact: a worked training matrix
Compare the required evidence with each person’s actual procedure revision, task and assessment state.
Electronic batch record version control: procedure handover
Handle batches created before, during and after a procedure change, preserving their actual execution basis.
Batch material reconciliation: formula and worked example
Trace a 25 kg issue through consumption, returns, samples and waste to a 50 g discrepancy.
Quarantine inventory: reconcile location and release status
Resolve a container on the wrong rack while preserving the exact scope of the material-use decision.
Material lot splitting: container traceability and mass balance
Follow a 10 kg parent into three children, a sample and residual material; account for a 20 g difference.
Bring the process you need.
Bring your procedure. We’ll scope the workflow and its checks with you. Your team tests and approves it before use.
See how configuration works →