Use Cases

Translate at scale.
Release with care.

Connect terminology policy, human review and the final release decision.

The situation

Governed translation

AI translates enterprise content using approved terminology for a target language.

A prompt can request the right terminology without ensuring it appears in the output.

Governance in practice

Associate the request with an explicit, versioned terminology rule set.

Check the returned text outside the model and withhold unresolved failures.

Require a human decision for critical terms and preserve the original candidate.

Operational change

Accountable owner: Language or content owner
Evidence to retain: Raw candidate, rule findings, any correction and the review decision.

Products involved

Turn policy intent into structured, versioned rules with clear ownership.

Apply approved controls where AI requests become business actions.

Connect decisions, approvals and outcomes to the policies behind them.

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