AI assistance

AI can prepare the evidence. Humans keep the authority.

AI is a cross-cutting support layer for evidence preparation, drafting, and pattern detection. Core controls and decisions remain human-governed.

Map an assisted workflow

A connected operating model for the evidence between a record and a decision.

Where AI assists

  • Summarize recurring findings and suggest next actions
  • Draft incident notes from linked records
  • Surface trend patterns in repeat exceptions
  • Prepare review-ready evidence packets

Where AI stops

  • AI does not authorize release or certification outcomes.
  • AI does not determine severity, legal risk, or regulatory compliance status.
  • AI does not own disposition, change control, or final corrective action approval.

AI does not replace accountability

All actions that impact safety, release readiness, and business commitments require human authorization, review logs, and traceable decisions.

Ask for a workflow review if you want to map AI support in your process.