A small step toward a verifiable end-to-end agent workflow
This is HUQAN’s current Trust Receipt Explorer in the local demo.
For a high-risk refund-policy claim, the demo preserves:
— the receipt ID;
— verification status;
— target and workspace;
— policy version;
— the REVIEW verdict;
— the requirement for human approval;
— evidence hashes and decision context.
The important point is not the 0.99 confidence value. The important point is that the decision is not reduced to a model response. The system exposes what was checked, which policy applied and whether approval is still required.
This is an early local, deterministic demo surface — not a production deployment, independent benchmark or claim that agent governance is solved. Our next step is to connect policy checks, tool-call controls, audit events and evidence receipts in one small workflow that can be inspected end to end.
What would you want to replay first when reviewing an agent decision: the evidence, the policy snapshot, the approval event or the final tool call?
#AIAgents #TrustInfrastructure #BuildingInPublic #OpenSource