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Inputs Required
Decision points; reviewer roles; SLA expectations; UI workflow; audit needs.
Output Artifact
HITL workflow spec; responsibility boundaries; QA gates; audit trail plan.
When to use this
When the model is not reliable enough to fully automate and a human must approve or correct outputs.
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