Every performance claim.
Prove, challenge, or abstain.
Explore how source provenance, calibration, freshness and contradictory claims affect a decision. Select a fictional evidence packet, change its characteristics, and inspect the complete reasoning trace.
1 · Select a fictional evidence packet
Each packet is invented and has no relationship to an actual customer, meter, project, or third-party audit.
2 · Evidence checks
Toggle any control. The example rule is deterministic and fully displayed; it does not learn or assess a real artifact.
Illustrative finding
The fictional packet meets the four checks under this toy rule.
*PASS here does not certify a real performance result or compliance status.
3 · Decision trace
- Evaluating example evidence packet.
What a real validation requires
A real CONFORM pilot needs agreed reference truth and evidence permissions, independent review, reproducible methods, an uncertainty model, and explicit stress tests for forged or stale evidence and false PASS.
- Pre-registered accept/abstain thresholds
- Blinded adjudication and dispute protocol
- Source dates, access rights and integrity tests
- Documented false-PASS and false-FAIL rates