Audit / Verification
Separated audit work, review, and transparent outcomes.
The field auditor who documents an in-person review cannot be the same person who confirms the outcome. AI can extract claims, flag problems, and compare documents, but human oversight controls final review.
Field audit
Photos, location records, documents, observations, and source notes are uploaded with chain-of-custody style audit events.
Reviewer confirmation
Separate reviewers approve, reject, or request more evidence. No one can overwrite outcomes without a visible paper trail.
AI assistance
AI identifies facts, uncertainty, contradictions, unsafe-workplace photo concerns, and review triggers. Opinions are not scoring facts.