Glossary

Approval gate

A required human approval step for specific AI actions regardless of confidence score.

Approval gates apply to action categories where the cost of a wrong autonomous decision is higher than the cost of a slower reply. Common examples include refunds over a dollar threshold, account closures, anything touching personal data, and any irreversible operation. AI drafts the reply or queues the action, but a human must approve before commit.

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