Blueprints

Pre-configured GxP systems for your workflow. Validated in GMP, GLP, and GCP.
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mes

Manufacturing Execution System

Seal captures the batch as it runs. AI-configured workflows evolve with your process. Unified with LIMS, QMS, and ELN.

qms

Quality Management System

Every quality event arrives with full context. AI-configured workflows that evolve with your process. Unified with MES, LIMS, and ELN.

lims

QC LIMS

Seal clears batches in days, not weeks. Methods that evolve with your process. Unified with MES, QMS, and ELN.

tech-transfer

Tech Transfer

Tech transfer without the re-entry. Process definitions carry forward from development to GMP and across sites as structured, version-controlled assets.

eln

Electronic Lab Notebook

Seal captures experiments as structured data. Methods flow to LIMS, MES, and QMS. Unified from discovery to release.

inventory

Inventory Management

Container-level tracking with status enforcement. No more stockouts. No more expired-material deviations. No more 'I thought we had some.'

clinical

Clinical Operations

EDC, CTMS, and eTMF share one data model. Sites enter data once. Documents file themselves. Queries resolve in context.

equipment

Equipment & Assets

Expired calibration blocks the batch. AI-configured schedules from your manuals. Unified with MES, LIMS, and QMS.

process-development

Process Development

The development process becomes the GMP process. AI-configured promotion, not re-authoring. Unified with MES, LIMS, and QMS.

pharmacovigilance

Pharmacovigilance

Signal detection across every adverse event. AI-drafted MedWatch and EudraVigilance submissions. Unified with EDC, CTMS, and QMS.

cgt

Cell & Gene Therapy

Every cell knows its patient. AI-configured for autologous and allogeneic. Unified with LIMS, MES, and QMS.

automated-reporting

Automated Reporting

APRs, validation reports, and submissions from structured data. AI-drafted in minutes. Unified with MES, LIMS, and QMS.

dms

Document Management System

SOPs and controlled documents with automated training triggers. AI-extracted from legacy documentation. Unified with QMS, MES, and Training.

environmental-monitoring

Environmental Monitoring

Trends caught while they're still in spec. AI-configured sampling and schedules. Unified with LIMS, QMS, and MES.

med-device

Medical Device

ISO 13485, EU MDR, FDA 21 CFR 820. Design controls through post-market surveillance. When the auditor asks to see requirement 47, you click once.

biotech

Biotech Startup

R&D flexibility. GMP compliance. No migration.

cdmo

Contract Development & Manufacturing

Per-client data isolation without vendor consultants. AI-configured Blueprints per client. Unified with MES, LIMS, and QMS.

msat

Manufacturing Science & Technology

Process knowledge across dev, transfer, and manufacturing. AI-extracted from historical batches. Unified with MES, LIMS, and QMS.

503b-compounding

503B Compounding Facility

Pharmaceutical-grade batch records and EM trending. AI-configured for 503B workflows. Unified with LIMS and QMS.

ctms

Clinical Trial Management

EDC, CTMS, and eTMF on one data model. AI-drafted site queries. Unified with Clinical Operations and QMS.

qms-supplier

Supplier Quality

Supplier performance connected across lots, SCARs, and acceptance rates. AI-drafted supplier scorecards. Unified with Inventory and QMS.

batch-release

Batch Release

Execution, testing, and deviations pre-linked on one record. AI-drafted CoA. Unified with MES, LIMS, and QMS.

rims

Regulatory Information Management

Registration portfolio with proactive expiration alerts. AI-configured market mapping. Unified with QMS and Regulatory Submissions.

qms-audit

Audit Management

Audit readiness without periodic panic. AI-drafted response packages. Unified with QMS, MES, and LIMS.

process-validation

Process Validation

CPPs and CQAs as structured data, not PDFs. AI-drafted protocols and CPV reports. Unified with MES, LIMS, and QMS.

etmf

Electronic Trial Master File

TMF documents file themselves by reference model. AI-drafted gap analysis and inspection packages. Unified with CTMS, EDC, and QMS.

qms-risk

Risk Management

Risk files that surface contradictions with field data. AI-drafted hazard analysis from predicate files. Unified with QMS and MES.

cmc

Chemistry, Manufacturing, and Controls

Specifications, processes, and stability data generated from structured operations. Not assembled from copies. One source across FDA, EMA, PMDA.

edc

Electronic Data Capture

eCRFs that catch errors at entry, not at lock. AI-drafted site queries. Unified with CTMS, eTMF, and Clinical.

qms-regulatory

Regulatory Affairs

Regulatory commitments tracked with deadline countdowns. AI-drafted correspondence and submissions. Unified with RIMS and QMS.

biobanking

Biobanking & Biorepository

Consent travels with the sample. Provenance for every aliquot. Unified with ELN, LIMS, and QMS.

training

Training Management

Competency enforced at point of work. AI-configured curricula per role. Unified with QMS, MES, and LIMS.

labeling

Labeling & Barcodes

Labels generated from live records, not retyped into Bartender. Every scan linked. Unified with MES, LIMS, and Inventory.

sample-management

Sample Management

Chain of custody from collection to consumption. AI-configured aliquoting workflows. Unified with LIMS, ELN, and Inventory.

sdms

Scientific Data Management System

Instrument data captured with data integrity built in. AI-indexed for fast retrieval. Unified with LIMS, ELN, and QMS.

lms

Learning Management

Competency-based, not read-and-acknowledge. AI-configured learning paths per role. Unified with Training and QMS.

analytical-development

Analytical Development

Methods developed in ELN, validated, promoted to LIMS. AI-configured parameter locking. Unified with LIMS and QMS.

cmms

Maintenance Management

PM executed on schedule, escalations enforced. AI-configured maintenance plans. Unified with Equipment, MES, and QMS.

wms

Warehouse Management

Physical location enforces lot status. AI-configured workflows. Unified with Inventory, MES, and QMS.

lims-coa

CoA Generator

CoAs generated directly from validated LIMS data. AI-drafted release packages. Unified with LIMS, MES, and Batch Release.

mes-weigh-dispense

Weigh & Dispense

Barcode verification blocks wrong materials. Balance data direct, no transcription. Unified with MES, LIMS, and Inventory.

process-characterization

Process Characterization

Product B in 12 months, not 24. You already know temperature affects glycosylation. You proved it on Product A. Build control strategy from platform knowledge, not from scratch.

chemical-safety

Chemical Safety & EHS

Chemical inventory with location and hazard. AI-classified SDS from manufacturer docs. Unified with Inventory and QMS.

downstream-development

Downstream Development

Chromatography, filtration, formulation in an execution system. AI-configured scale-up. Unified with MES, LIMS, and QMS.

upstream-development

Upstream Development

Cell culture and fermentation in an execution system. AI-configured scale-up predictions. Unified with MES and LIMS.

lims-stability

Stability Management

Automatic degradation trending on every timepoint. AI-configured shelf-life projections. Unified with LIMS, QMS, and MES.

regulatory-submissions

Regulatory Submissions

eCTD modules generated from structured data. AI-drafted dossier content. Unified with RIMS, QMS, and source records.

audit-readiness

Audit Readiness

Auditor asks, you answer in seconds. AI-drafted audit packages. Unified with MES, LIMS, QMS, and Clinical.

qms-document-control

Document Control

Version-controlled documents with automated training triggers. AI-extracted from legacy SOPs. Unified with QMS, MES, and Training.

qms-deviation

Deviation Management

Deviations open with full context attached. AI-drafted root cause from historical patterns. Unified with MES, LIMS, and QMS.

qms-capa

CAPA Management

Effectiveness verification as a gate, not a checkbox. AI-drafted CAPA plans from similar historical events. Unified with QMS and MES.

qms-change-control

Change Control

CC-2024-047 was approved in January. Six months later, the SOP still showed the old process. Implementation tracking that ensures changes actually happen.

qms-complaint

Complaint Handling

The five-day clock started Monday. By Thursday you realized it was reportable. One day left. Triage at intake that flags safety events immediately. Not after they wait in the queue.

qms-nonconformance

Nonconformance Management

NCMR workflows that surface patterns across dispositions. AI-drafted disposition rationale from prior events. Unified with QMS and MES.

qms-design-control

Design Controls

The traceability matrix showed Input → Output → Verification for every requirement except one. Class I recall followed. Live traceability that exposes gaps before auditors do.

qms-validation

Validation Management

Qualification history, calibration, and verification in one record. AI-drafted IQ/OQ/PQ protocols. Unified with Equipment and QMS.