Why does AI compliance need approval gates?
An approval gate is not a bottleneck. It is an attribution point that ensures no AI system moves forward in the governance chain without documented, accountable review. The gate requires a responsible person to see the screening result, the evidence state, the risk classification, and any open gaps before approving, rejecting, or requesting completion.
Without approval gates, governance becomes advisory rather than binding. The organization may produce documentation, but it has no controlled point where accountability is established.
Key points
- Approval gates create a defined point where responsibility transfers from the reviewer to the approver. This is where accountability becomes operational.
- The approver must see the full governance context — not just a summary, but the screening result, evidence state, and unresolved gaps.
- Blind approval (approving without seeing the evidence basis) is itself a governance failure, even if the underlying assessment is correct.
- Override must be possible but governed. A supervisor who overrides a screening finding must document the rationale, and the override becomes part of the audit trail.
Why it matters
Many organizations produce compliance documentation without a clear point where someone takes responsibility for the result. Approval gates solve this by making the transition from "reviewed" to "approved" a specific, logged, attributed event. Without this, every AI system exists in an ambiguous governance state — documented but not approved, reviewed but not accountable.
How EAB approaches this
EAB's Supervisor Approval implements a structured approval gate. The supervisor sees the complete governance record before making a decision. Approval, rejection, and completion requests are logged with attribution. The audit trail preserves the full decision path including any overrides.