Supported
The answer cites exact passages and the claims are supported within the accepted threshold.
Answer Assurance
An answer is not evidence until its support can be inspected.
ANULUM couples source-grounded retrieval with response-level checks, refusal gates and an exportable packet. Human judgement remains the decision boundary.
01Questionidentity + role
→02Sourceshash + passage
→03Answerclaims separated
→04Checksupport + policy
→05Decisionapprove · refuse · review
Refused
The archive does not support the answer, the source is restricted or the policy forbids the action.
Escalated
Conflicting, high-impact or uncertain material is sent to the named professional reviewer.
Delivered evidence
- question, user/role and decision time
- retrieved source identities, hashes and exact passages
- answer claims and support decisions
- model, engine, index and policy versions
- prompt-injection and access-control signals
- approval, refusal or human escalation outcome
Director-AI public software is relevant engineering evidence for grounding and claim inspection. It is not automatically bundled, and its response-level review remains the primary production boundary.