The GxP operating system. Learns from every run.
Seal replaces paper, spreadsheets, and legacy software with one system to run and record GxP work. Its AI, neil, learns how your operation works and proposes improvements, while your teams decide what changes. Life-changing products get to market faster.
Get your first process running in 48 hours.
Start with the process that matters most. Then expand one governed process at a time until execution, records, validation, training, and change control live together. neil, Seal's AI, proposes each workflow with its validation pack and training requirements. QA approves every release.
Use a sample first, or bring your own after an NDA.
Records, steps, checks, and gates, mapped from your own clauses.
Nothing goes live without named, signed human approval.
Evidence generated from the build. Execution gated per operator until training is current.
Every record stays connected to the work.
Materials, instrument readings, signatures, deviations, and release decisions stay tied to the work that produced them — not scattered across systems and integrations. With the complete record, neil can find patterns across runs without losing context.
How neil connects itValidated doesn't mean frozen.
Because execution, validation, training, and records live together, neil can help change the process itself: scope impact, propose the next version, route approval and retraining, and produce the validation pack. The live process changes only by approved version.
Legacy stacks turn every improvement into a revalidation project. Seal lets each process evolve one governed version at a time.
Every run improves the next.
Most AI reads documents beside the work. neil learns from the work itself: approved workflows, run records, deviations, approvals, and release state. It turns repeated problems into governed changes QA can approve.
How neil worksAdd another process, not another system.
Choose the next process. neil proposes its blueprint. QA approves each release. Validation packs, training, review, live records, and audit trails stay connected as you expand.
Batch records that guide the run.
Quality events with execution context.
Results checked against the specs they serve.
Transfer the process, not the paperwork.
Experiments that become execution evidence.
Materials, lots, and usage tied to every run.
Run trials, not reconciliations.
The sticker is not a control.
Development and GMP on one record.
Patterns your spreadsheets can't see.
Friction is not rigor.
Medicine needs proof before it reaches patients.
Paper and document tools turn that proof into rework: retyped values, reconstructed evidence, disconnected review.
Teams run the work in Seal, which captures the proof inside it — as it happens, not after.