Chief AI officer must resolve whether a shadow system must be decommissioned

Situation

Chief AI officer in a bank preparing for a model-risk exam has one working extract — shadow-IT chatbot connected to customer PII — after a drift alert the product owner dismissed as seasonal. If shadow-IT chatbot connected to customer PII cannot support a shadow system must, the honest AI Governance output is hold.

Decision

Chief AI officer 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 shadow-IT chatbot connected to customer PII after a drift alert the product owner dismissed as seasonal.

Hypotheses to test

• Shadow-IT chatbot connected to customer PII reads as Policy or governance breach once a drift alert the product owner dismissed as seasonal is lined up to the same AI Governance population.
• Shadow-IT chatbot connected to customer PII is closer to Model defect after a drift alert the product owner dismissed as seasonal; Policy or governance breach would over-claim this Inventory and Regulatory Fit extract.
• Dual failure is still live in shadow-IT chatbot connected to customer PII for chief AI officer in a bank preparing for a model-risk exam.
• Shadow-IT chatbot connected to customer PII is missing the fact chief AI officer needs after a drift alert the product owner dismissed as seasonal; stop this AI Governance close.

Analysis required

• Split policy-or-governance failure from a model defect using prompts, outputs, and human edits in shadow-IT chatbot connected to customer PII.
• Reproduce the incident row in shadow-IT chatbot connected to customer PII and say whether it ever touched production data.
• Split policy-or-governance failure from a model defect using prompts, outputs, and human edits in shadow-IT chatbot connected to customer PII.
• For this AI Governance Inventory and Regulatory Fit file, read shadow-IT chatbot connected to customer PII against a drift alert the product owner dismissed as seasonal and write the one fact that would move a shadow system must for chief AI officer.

Recommendation

Choose Policy or governance breach / Model defect / Dual failure / Hold for the missing fact on this AI Governance / Inventory and Regulatory Fit packet (shadow-IT chatbot connected to customer PII after a drift alert the product owner dismissed as seasonal). If shadow-IT chatbot connected to customer PII cannot force a AI Governance label under Inventory and Regulatory Fit, stop. Do not invent pages a bank preparing for a model-risk exam does not have.

Command returns

• Bottom-line AI Governance option on a shadow system must, then the evidence in shadow-IT chatbot connected to customer PII, then the action for chief AI officer
• Hypothesis scorecard against shadow-IT chatbot connected to customer PII: supported / rejected / untestable
• Named option among Policy or governance breach, Model defect, Dual failure and the fact that kills the others
• Owner and next date for chief AI officer in a bank preparing for a model-risk exam