Human‑in‑the‑Loop Workflow

 The Human‑in‑the‑Loop Workflow defines the exact points where humans must remain in control of any AI‑supported workflow. It specifies when humans must review, approve, override, validate, or justify AI outputs to ensure AI never becomes an ungoverned decision‑maker.

This workflow ensures AI augments human judgment it never replaces it.

•  Review Points — where humans must inspect AI outputs before they move forward.
• Approval Points — where human authorization is required for AI‑supported actions.
• Override Conditions — when humans must intervene to correct or stop AI behavior.
• Validation Requirements — what humans must check to ensure accuracy and compliance.
• Justification Requirements — what humans must document when approving or overriding AI.
• Escalation Rules — when a decision must move to a higher authority.

These controls prevent AI from making decisions outside its boundaries.

 Organizations fail with AI because they assume automation equals autonomy. Without governed human involvement, AI:

• makes decisions it shouldn’t
• produces outputs no one reviews
• introduces compliance exposure
• creates undocumented risk
• undermines decision quality
• becomes impossible to defend in an audit

The Human‑in‑the‑Loop Workflow eliminates this by defining exactly where humans must stay in control.