Untrusted by default
Document text can propose fields, never workflow instructions.
EVIDENCE-FIRST OPERATIONS CONTROL
Make every intake decision traceable and reviewable.
IntakeFlow turns synthetic administrative packets into reviewable workflow proposals. Models extract. Rules validate. People approve.
✓ Deterministic routing✓ Page-level evidence✓ Idempotent exports
THE FLAGSHIP SCENARIOUncertain packet → human decision → safe recovery
A contradictory synthetic packet is caught, corrected with evidence, and exported exactly once—even after a downstream rate limit.
01 Ground02 Review03 Prove
Human control
Exceptions require a versioned reviewer decision before export.
Measured quality
Evaluation, audit, and deployment proof stay visible.
CANONICAL STORY
Follow the exception, not a toy upload
The public experience uses five bundled synthetic packets so every recruiter sees the same contradiction, evidence, correction, controlled failure, and safe retry.
MEASURED PROOF
Quality gates run in CI
Public evaluation writes are disabled. The proof surface reads the persisted locked challenge run, while CI regenerates and publishes the complete machine-readable artifact.
Inspect technical proof →CASE QUEUE
Intake operations
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