The intelligence layer
AI you can put in front of an inspector
AI drafts language; deterministic code produces every figure, which keeps validation light.
Four enforced rules
- Numbers are computed, never generated
- Risk and compliance run in code you can recompute.
- Nothing stands without a citation
- Output that can't point at its record is re-asked, then withheld.
- Every call is on the record
- Prompt, model and output go to the main audit trail.
- PII is redacted at the boundary
- Stripped before any prompt leaves the tenant, restored on the way back.
Where it helps
- CAPA root-cause drafting
- Drafts a five-why, actions and effectiveness check for a human to own.
- Deviation scaffolding
- Turns a raw description into a structured investigation starting point.
- Audit preparation
- Assembles public history, prior findings and open CAPAs before you travel.
- Document intelligence
- Reads the scans, PDFs and attachments quality actually arrives as.
- AskHawk
- Answers from your live data, under your permissions.
Governed, not unlimited
Agents are catalogued, permissioned and metered per tenant.
Bring your validation team
We will walk the audit trail, the redaction policy and the citation gate.