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Eve validates curated data before it moves. Fast local pre-flight checks first, then authoritative validation; she reads the report back and decides the gate. A blocking failure stops the run, bad data does not ship. Every check is deterministic; there is no model in the loop to talk her out of a failure.
Each vertical carries its own rules: the required entities, the exact load order, the ID formats, the freshness window. Eve never reports a pass she did not verify.
Ezra's harmonized entities.
A pass/fail decision with per-rule results, as a contract for delivery.
Run fast local pre-flight checks.
Run the full, authoritative validation.
Read the results back from the run.
Decide the gate and record every rule's outcome.
“Fails closed. Nothing ships unverified. Ever.”