The GxP operating system. Learns from every run.
neil (Seal's AI) transforms procedures into executable workflows, unifying change-control, validation, training, data, and reporting. Every run builds process intelligence, so your life-changing technology reaches patients faster.
Turn one procedure into a GxP workflow you can run in 48 hours.
Your process already exists. It's just split across documents, validation work, training, and execution. neil, Seal's AI, drafts the controlled workflow, validation pack, and training requirements together. QA approves the release. Training gates control access, and each run captures values, signatures, and decisions as work happens.
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.
All your data, one connected record.
Every apheresis lot, vector, potency result, instrument reading, and signature — tied to the patient it belongs to — lands in one connected graph, not five systems stitched by integrations that break. neil sees the whole ontology, so nothing stays a fragment.
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 operations 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, execution evidence, deviations, approvals, and release state. It turns repeated problems into governed changes QA can approve.
How neil worksBuild the execution spine.
Pick the process you want running first. neil proposes the starting blueprint. QA approves the 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.
neil runs the work and captures the proof inside it — as it happens, not after.