Assess whether a shadow system must be decommissioned this quarter (e2e120)

Situation

Exam-readiness coordinator owns a shadow system must inside a pharma company using LLMs on trial documents with hiring-tool adverse-impact tables as the only packet. A customer complaint that a chatbot invented a refund policy is what changed the clock for this AI Governance Inventory and Regulatory Fit file.

Decision

Exam-readiness coordinator in a pharma company using LLMs on trial documents must choose Policy or governance breach / Model defect / Dual failure / Hold for the missing fact using hiring-tool adverse-impact tables after a customer complaint that a chatbot invented a refund policy.

Hypotheses to test

• Authorize Policy or governance breach now; hiring-tool adverse-impact tables already has the discriminator after a customer complaint that a chatbot invented a refund policy.
• Keep Model defect in force until hiring-tool adverse-impact tables is completed after a customer complaint that a chatbot invented a refund policy for exam-readiness coordinator.
• Treat hiring-tool adverse-impact tables as Dual failure because both readings appear after a customer complaint that a chatbot invented a refund policy.
• Refuse a AI Governance close: exam-readiness coordinator does not have the page a shadow system must turns on in hiring-tool adverse-impact tables.

Analysis required

• Verify data provenance and the human-oversight gate exam-readiness coordinator can actually point to.
• Walk the model input/output path recorded in hiring-tool adverse-impact tables and mark each hop approved, shadow, or unlogged.
• Verify data provenance and the human-oversight gate exam-readiness coordinator can actually point to.
• For this AI Governance Inventory and Regulatory Fit file, read hiring-tool adverse-impact tables against a customer complaint that a chatbot invented a refund policy and write the one fact that would move a shadow system must for exam-readiness coordinator.

Recommendation

Choose Policy or governance breach / Model defect / Dual failure / Hold for the missing fact on this AI Governance / Inventory and Regulatory Fit packet (hiring-tool adverse-impact tables after a customer complaint that a chatbot invented a refund policy). If hiring-tool adverse-impact tables cannot force a AI Governance label under Inventory and Regulatory Fit, stop. Do not invent pages a pharma company using LLMs on trial documents does not have.