Evidence Panel · Run Receipt · Audit Pack

Every result arrives with its file.

Proof is not a layer added after production. It is part of the product.

Video: opening an Evidence Panel

Opening an Evidence Panel, from sources to confidence score.

The evidence panel

Cited sources, inspectable excerpts, confidence score per assertion, validation status.

The system flags insufficient evidence and blocks validation. The model can be wrong. The system prevents blind approval.

Insufficient-evidence alert

Insufficient evidence: validation is blocked.

Six months later, an auditor asks to reproduce a decision. Replay the run with the same parameters. Compare.

Replay a run with the same parameters

Side-by-side replay. Note: gap none.

Video: side-by-side run replay

A November run replayed in April. Gap: none.

Data lineage from source to result

Lineage: from source to result, including transformations.

Detailed technical run receipt

Run Receipt: models, prompts, sources, cost, duration.

Audit Pack export modal

Audit Pack export: period, scope, format.

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Every assertion cites its sources. Excerpts open without leaving the panel.

A framing call to industrialize the committee your teams already run.