AI that improves every GxP run.
Seal is the platform your lab, manufacturing and quality work runs on.Neil is the AI agent that improves how it runs, with Seal or without.
Illustrative CAR-T release. Eight runs of version 4 of a procedure in Seal, post-thaw viability drifting down toward its 90% specification and reaching 91.4%. Neil drafts a reduction in the post-thaw hold from 45 to 30 minutes. The process owner reviews and approves version 5, whose runs hold around 96%.
Seal runs the work. Neil does the legwork.
Two products, made to work together. Neil reads every system you have.
SealThe GxP platform
B-2407T-24 tablets, 100 mg
Compression
Run TP-02 at 12 kN. Hardness 80 to 95 N, every 30 minutes.
| Time | Force, kN | Hardness, N | |
|---|---|---|---|
| 1 | 09:00 | 12.0 | 88 |
| 2 | 09:30 | 12.1 | 89 |
| 3 | 10:00 | 12.3 | 91 |
Linked records
- QC-2407 / assay98.6%
- DEV-038 / packaging stopOpen
- BR-012 / review planv06
QA releaseAwaiting signature
NeilThe AI agent
Can you get B-2407 ready for QA review?
Read Seal, SAP, AVEVA PI and OutlookUsed your QA-approved review skill
Nearly. The assay in QC-2407 passes, but dissolution and related substances aren’t attached, and DEV-038 isn’t assessed.
Hardness is creeping up and hits its limit by B-2413. I’ve proposed a trend check in BR-012.
NeilThe AI agent
Hand Neil the paperwork. Keep the decisions.
Ask why viability is falling. Neil reads the records and drafts the investigation, sources attached.
Why is post-thaw viability falling?
Longer holds coincide with lower viability. All eight runs stayed within the approved limit.
Investigate the hold. Review a shorter limit.
3 sources attached for review
SealThe GxP platform
Validated, not frozen.
Most validated systems freeze. In Seal, every change runs its tests, then your team releases it.
Step 03 · Post-thaw hold
- Hold timeLimit
4530 min, thaw to count - Over the limitOpens a deviation for QA
Proposed by Neil from evidence across 8 runs.
12 of 12 passed on v05
Awaiting signature
Ready for your quality and IT review.
Neil proposes. People sign. Seal keeps both with the record.
- ProposedNeilHold limit 45 → 30 min, from 8 runs
- TestedSeal12 of 12 passed on v05
- SignedQA reviewerMeaning: approved
- ReleasedQA reviewerv05 is current; RUN-218 follows it
- SOC 2 Type 2
- Audited by an independent firm
- Part 11 and Annex 11
- Audit trail and e‑signatures
- GAMP 5, Second Edition
- Every change specified and tested
- Your data
- Not used to train AI models
Measured by the teams that run on Seal.
Life-science teams moved their records onto Seal, then measured what changed.
−80%Operator paperwork“Since implementing Seal, we’ve reduced operator paperwork time by over 80%, allowing our team to focus on core process improvement.”
Questions about Seal.
What is Seal?
Seal makes every GxP run better than the last. The Seal platform runs lab, manufacturing and quality work, with QMS, batch records, MES, ELN and LIMS on one record. Neil, the AI agent, reads every system you have, drafts the paperwork and proposes improvements for your team to approve, with Seal or without.
Why Seal over a standalone LIMS, QMS or MES?
Lab, manufacturing and quality run on one platform, so a result, its batch and its investigation are linked rather than reconciled across systems, and Neil can work across all of them. Start with one workflow and add the next when you are ready.
How are changes validated?
Each change carries its specifications, test evidence and required approvals, so a validated process can keep improving instead of freezing. Your team verifies each change before release, and earlier runs keep the version they used.
Can Neil change a live process?
Neil proposes changes. Your team tests and approves them before they go live. Neil works within your permissions; you can disable AI across the organisation.
Do we have to replace our existing systems?
No. Neil reads the systems you keep, from SAP to AVEVA PI, and drafts its work for your team. Start Seal with one process and move more work into it when you’re ready.
Who uses Seal?
Paradromics, Bioventix, Acclinate, Skye Biologics and MiAlgae. Read their customer stories for measured results.
See your process in Seal.
Bring an SOP or a batch record. Within 48 hours of agreeing the scope, it’s a working process in Seal, with its validation pack.
- 1Apheresis
- 2Selection
- 3Activation
- 4Transduction
- 5Expansion
- 6Harvest
- 7Formulation
- 8Cryopreservation
Step 4 of 8 · SOP-MFG-021 §6.4
Transduction
Add vector at an MOI of 4 to 6 within 2 hours of activation.