Operators need a deterministic fixture that exercises scoring, evidence, raw observations, run metadata, and dry-run publish gating.
Operators need a deterministic fixture that exercises scoring, evidence, raw observations, run metadata, and dry-run publish gating.

Package regulatory intake, evidence collection, and draft generation into a narrow AI workflow for teams validating scanner operations.
Operators need a deterministic fixture that exercises scoring, evidence, raw observations, run metadata, and dry-run publish gating.
Receipts, citations, and captured media assets tied to this opportunity.
Fixture opportunity proving the scanner workflow can import evidence-backed AI application signals without publishing snapshots.
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