Assess whether a shadow system must be decommissioned this quarter (5a1b1f)

Situation

A bank preparing for a model-risk exam cannot treat a denied applicant requesting the principal reasons as color commentary on generative-AI acceptable-use policy draft. HR analytics governance lead must close a shadow system must from that extract under AI Governance / Policy and Oversight.

Decision

HR analytics governance lead in a bank preparing for a model-risk exam must choose Policy or governance breach / Model defect / Dual failure / Hold for the missing fact using generative-AI acceptable-use policy draft after a denied applicant requesting the principal reasons.

Hypotheses to test

• Generative-AI acceptable-use policy draft reads as Policy or governance breach once a denied applicant requesting the principal reasons is lined up to the same AI Governance population.
• Generative-AI acceptable-use policy draft is closer to Model defect after a denied applicant requesting the principal reasons; Policy or governance breach would over-claim this Policy and Oversight extract.
• Dual failure is still live in generative-AI acceptable-use policy draft for HR analytics governance lead in a bank preparing for a model-risk exam.
• Generative-AI acceptable-use policy draft is missing the fact HR analytics governance lead needs after a denied applicant requesting the principal reasons; stop this AI Governance close.

Analysis required

• Reproduce the incident row in generative-AI acceptable-use policy draft and say whether it ever touched production data.
• Split policy-or-governance failure from a model defect using prompts, outputs, and human edits in generative-AI acceptable-use policy draft.
• Reproduce the incident row in generative-AI acceptable-use policy draft and say whether it ever touched production data.
• For this AI Governance Policy and Oversight file, read generative-AI acceptable-use policy draft against a denied applicant requesting the principal reasons and write the one fact that would move a shadow system must for HR analytics governance lead.

Recommendation

Choose Policy or governance breach / Model defect / Dual failure / Hold for the missing fact on this AI Governance / Policy and Oversight packet (generative-AI acceptable-use policy draft after a denied applicant requesting the principal reasons). Lead with the AI Governance option generative-AI acceptable-use policy draft can support after a denied applicant requesting the principal reasons, then the two facts that force it, then the Monday action for HR analytics governance lead in a bank preparing for a model-risk exam.