GxP, already configured.

Every blueprint is the same platform, configured: controlled records, review, change control, training, audit evidence. Not modules to buy. Starting points neil tailors to your process.

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mesManufacturing Execution System

Batch records that guide the run.

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

qmsQuality Management System

Quality events with execution context.

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

limsQC LIMS

Results checked against the specs they serve.

Seal checks results against live specs. AI-configured methods evolve with your process. Unified with MES, QMS, and ELN.

elnElectronic Lab Notebook

Experiments that become execution evidence.

Seal turns experiments into structured evidence. AI-configured methods evolve with your process. Unified with LIMS, MES, and QMS.

inventoryInventory Management

Materials, lots, and usage tied to every run.

Seal ties materials, lots, and usage to every run. AI-configured controls evolve with your process. Unified with MES, LIMS, and QMS.

clinicalClinical Operations

Run trials, not reconciliations.

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

equipmentEquipment & Assets

The sticker is not a control.

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

dmsDocument Management System

The $180,000 laminated copy.

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

ctmsClinical Trial Management

Three vendors. Six weeks. One query.

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

rimsRegulatory Information Management

Sixty-three markets. One expired.

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

etmfElectronic Trial Master File

Day 847 of your pivotal trial.

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

edcElectronic Data Capture

The number that killed the trial.

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

SMSample Management

The $2.3 million freezer.

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

plmProduct Lifecycle Management

Bench to BLA. One recipe.

For sponsors and CDMOs alike: recipe-driven development, one-click tech transfer, MSAT continuity, and CMC submissions rendered from the live spine. The line, the master batch record, and Module 3 say the same thing because they're views of the same object.

sdmsScientific Data Management System

The chromatogram that vanished.

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

lmsLearning Management

The analyst who was 'trained.'

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

cmmsMaintenance Management

The bioreactor that failed on a Friday.

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

wmsWarehouse Management

The quarantined lot that wasn't.

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

TTTech Transfer

Transfer the process, not the paperwork.

Seal transfers the process as data. AI-configured workflows evolve with your process. Unified with MES, QMS, and ELN.

PDProcess Development

Development and GMP on one record.

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

PVPharmacovigilance

Patterns your spreadsheets can't see.

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

APRAutomated Reporting

Every number already existed. It still took a month.

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

EMEnvironmental Monitoring

See the drift. Prevent the excursion.

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

msatManufacturing Science & Technology

MSAT does analysis. Not aggregation.

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

SupplierSupplier Quality

94% to 87%, one lot at a time.

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

BRBatch Release

Five systems. Three weeks. One signature.

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

AuditAudit Management

Monday: FDA calls. Wednesday: they arrive.

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

PVProcess Validation

PPQ in weeks. CPV in days.

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

RiskRisk Management

Two safe choices. One hazard.

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

cmcChemistry, Manufacturing, and Controls

Module 3 that writes itself.

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

RegRegulatory Affairs

The FDA remembered. You didn't.

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

trainingTraining Management

Signed off. Can't run the method.

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

labelingLabeling & Barcodes

The label said Sample A.

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

ADAnalytical Development

The method that worked until it didn't.

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

CoACoA Generator

4.532 became 4.352.

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

W&DWeigh & Dispense

The $400,000 mistake.

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

PCProcess Characterization

Learn Once. Apply Forever.

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.

ChemSafeChemical Safety & EHS

2 AM. What's in the building?

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

DDDownstream Development

The purification process that couldn't transfer.

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

UDUpstream Development

Two years of tuning, lost in the handoff.

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

StabilityStability Management

89.2%, three weeks before filing.

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

RSRegulatory Submissions

Three weeks to filing. The tables don't match.

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

ARAudit Readiness

"Can you show me lot 2024-0847?"

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

DocsDocument Control

The file that destroyed a batch.

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

DeviationDeviation Management

Human error is not a root cause.

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

CAPACAPA Management

The CAPA that never actually worked.

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

ChangeChange Control

Approved isn't finished.

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

ComplaintComplaint Handling

Find the signal before the clock expires.

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.

NCNonconformance Management

The $12 million use-as-is decision.

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

DesignDesign Controls

Gaps found before audits. Not after.

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

ValidationValidation Management

Three hours hunting a binder.

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

Don't see your process? Blueprints are outputs, not a product list. neil configures yours from your own procedures.