Deviation Detected
Deviation identified and logged with classification, severity, and impacted batch or process. Automatic routing to the responsible quality owner.
From deviation detection to root cause to corrective action — every decision traceable, every AI inference and human approval captured as a first-class GxP object in the audit trail.
Phase 1 ships GMP Core — six workflows, in design-partner validation. Verified under our SDLC; the customer validates intended use.
Regulatory complexity is rising while QA resources stay flat.
Paper-based or fragmented systems that lose context between identification, investigation, and resolution.
QA teams spend weeks assembling compliance evidence that should be generated continuously, not retroactively.
Deviations, CAPAs, findings, and training records managed in separate systems with no traceability.
Legacy audit trails don’t capture model version, prompt hash, retrieved evidence, or the human decision behind AI-assisted work.
From deviation detection to verified closure — every step documented and traceable.
Deviation identified and logged with classification, severity, and impacted batch or process. Automatic routing to the responsible quality owner.
Root cause analysis using 5-Why, fishbone, or fault tree. Evidence attached, timeline documented, and investigation plan reviewed.
Investigation conclusions reviewed and approved by QA. Contributing factors identified, documented, and linked to the originating deviation.
Corrective and preventive actions assigned with owners, due dates, and acceptance criteria. Automatically linked to the source deviation.
CAPA tasks executed, evidence collected, and implementation verified against pre-defined acceptance criteria by the task owner.
Post-implementation review confirms the root cause is fully addressed. Trend analysis updated. Loop closed with full audit trail.
Each workflow captures model version, prompt hash, retrieved evidence, the HITL gate, and the e-signature as first-class GxP objects.
Four-tier libraries, versioning, review cycles, and controlled distribution — every change captured in the audit trail.
Classification, severity, investigation, and closure — with MIRA surfacing gaps for a qualified human to disposition.
5-Why, fishbone, and fault-tree methods. MIRA suggests angles and cites evidence; a human decides.
Corrective and preventive actions with owners, due dates, effectiveness verification, and e-signature.
Inspection and audit findings tracked to closure, linked to the evidence that resolves them.
The G-7 evidence pack assembled continuously, so readiness is a state — not a fire drill.
The full Module Feature Matrix is available to founding partners as a gated download.
Compliance is a customer determination based on intended-use validation — not a vendor claim.
Current Good Manufacturing Practice for finished pharmaceuticals.
Computerised systems — operational reference for GMP IT controls.
Electronic records and electronic signatures — audit-trail and e-signature controls.
AI/ML in GMP — treated as an internal-control reference.
Risk-based computer software assurance informs our approach.
Data-integrity expectations across the record lifecycle.
Guidance on good data and record-management practices.
A focused walkthrough of Phase 1 GMP Core. 30 minutes. No obligations.