neil learns from every run.
neil is Seal's AI. Ask it why a run failed, where a delay began, or what to change next. It traces the answer across the complete record and drafts the change. Nothing goes live until your team reviews and signs.
Transform one procedureEverything in one place changes what neil can do.
Most AI sees a document or export. neil sees the approved process, every run, and every decision in between—enough to chart, model, and predict, not just summarise.
Find the pattern.
Chart runs, compare conditions, and model what drives results—without assembling a report first.
Ask in context.
Answers cite the exact records, versions, and decisions behind them—and stay attached to the work they affect.
Turn insight into action.
neil stages the fields, workflows, investigations, checks, and training that should change next.
Challenge before publish.
A separate AI reviewer checks the complete proposal. Your existing review gates and signatures still decide what changes.
neil does not stop at the answer.
The four-hour limit the model predicted becomes a complete draft—edits, rationale, affected records, validation impact, and reviewers. A separate AI challenges it. Only your people can publish it.
Investigate the transfer hold
- Rationale
- Yield falls when the hold runs long; predicted +11% at four hours
- Affected
- Two master batch records, one procedure, and RUN-219 in planning
- Validation
- Impact assessed—one protocol addendum, no revalidation
- Evidence
- Runs 201, 207, and 214 attached with full genealogy
- Reviewers
- MSAT and QA routed; regulatory informed
Seal's independent AI reviewer blocked it: the study defined no result that would justify the change. An acceptance criterion was added first—proceed only if yield improves without moving any critical quality result.
The study compared runs 201, 207, and 214 against development history: yield improved as predicted at the four-hour hold, and every critical quality result held.
PD, MSAT, and QA signed against the criterion and the attached evidence. The validation addendum closed with no revalidation required.
The two operator roles received the updated instructions and confirmed them before the change went effective.
Transfer process v7 went live on 11 Jul 2026, replacing v6. Published by Marcus Chen, QA. Audit PUB-0412-07.
RUN-219 opens against v7 with the four-hour limit checked automatically. neil learns from what it records.
Build your company's intelligence. Not someone else's model.
Every approved process, run, decision, and review makes the next answer better. Four controls keep that intelligence yours.
Seal remembers what your team approves.
Published work, decisions, and resolved review findings become durable context for future questions.
Every answer inherits the requester’s access.
neil sees only the records that person can see. It cannot cross a tenant or grant itself more access.
Your data improves your operation—not the model.
Customer data answers the active request. It is never used to train or improve an AI model.
Choose the region, provider, and keys.
Every interaction is audited. Bring your own keys, or disable AI for one system or the whole organisation.
Start with one process.
Everything above began as one procedure. Give neil yours—within 48 hours it comes back executable in Seal: fields, logic, review gates, and validation checks. Your team reviews one diff and decides what goes live.
A process people interpret
A change people can inspect
The same decision, enforced
The engine is serious. The namesake is not.
neil is named after Neil the Seal, the Tasmanian elephant seal famous for blocking roads, stealing traffic cones, and ignoring authority entirely. Ours respects review gates. Both are beloved. Only one is under change control.
.webp)
.webp)
.webp)