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Human In The Loop

The expert remains the signatory.

Draft, reviewed, approved. Three roles, one accountability chain traced end to end.

Video: HITL validation from Draft to Approved

Draft, reviewed, approved : three identities, one chain.
HITL workflow: draft, review, signature
HITL chain

Draft

The operator produces. The system attaches the Run Receipt. Nothing circulates without a file.

HITL draft step
AUDIT panel: validate block by block, export the audit pack.

Reviewed

The reviewer confronts the result with the evidence. They can send it back. They cannot approve blindly. Their feedback is timestamped and stored with the validation.

HITL review with evidence
Generated console, awaiting human validation.

Approved

The approver signs. Identity, timestamp and file close the chain.

HITL approval signature

Signature: identity, timestamp, responsibility assumed.

In practice

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Produce

The draft is born with its file. No orphan deliverable.

Produce

See NEXA on your process.

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

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The AI that holds up in audit.