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 changes — your teams decide what goes live. A medicine made for every person.
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. QA approves every release.
Our sample to start, or yours under NDA.
Steps, checks, and gates from your own clauses.
No release without signed human approval.
Evidence built in; execution gated on training.
One record holds the whole run.
Materials, readings, signatures, deviations, and release decisions stay tied to the work that produced them — one complete record, from raw material to release.
How neil connects itValidated doesn't mean frozen.
Because execution, validation, training, and records live together, one change set carries the whole change — and 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 — run records, deviations, approvals, release state — and turns repeated problems into governed changes QA can approve.
How neil worksAdd another process, not another system.
Choose the next process; it arrives as a configured blueprint — validation, training, review, records, and audit trails 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.