Assess whether a shadow system must be decommissioned this quarter (febdc9)

Situation

Vendors and Agentic Systems work in a manufacturer piloting shop-floor copilot tools now turns on a shadow system must because a customer complaint that a chatbot invented a refund policy put training-data provenance questionnaire in play. HR analytics governance lead should say what training-data provenance questionnaire proves.

Decision

HR analytics governance lead in a manufacturer piloting shop-floor copilot tools must choose Policy or governance breach / Model defect / Dual failure / Hold for the missing fact using training-data provenance questionnaire after a customer complaint that a chatbot invented a refund policy.

Hypotheses to test

• Authorize Policy or governance breach now; training-data provenance questionnaire already has the discriminator after a customer complaint that a chatbot invented a refund policy.
• Keep Model defect in force until training-data provenance questionnaire is completed after a customer complaint that a chatbot invented a refund policy for HR analytics governance lead.
• Treat training-data provenance questionnaire as Dual failure because both readings appear after a customer complaint that a chatbot invented a refund policy.
• Refuse a AI Governance close: HR analytics governance lead does not have the page a shadow system must turns on in training-data provenance questionnaire.

Analysis required

• Split policy-or-governance failure from a model defect using prompts, outputs, and human edits in training-data provenance questionnaire.
• Reproduce the incident row in training-data provenance questionnaire and say whether it ever touched production data.
• Split policy-or-governance failure from a model defect using prompts, outputs, and human edits in training-data provenance questionnaire.
• For this AI Governance Vendors and Agentic Systems file, read training-data provenance questionnaire against a customer complaint that a chatbot invented a refund policy and write the one fact that would move a shadow system must for HR analytics governance lead.

Recommendation

A manufacturer piloting shop-floor copilot tools needs a named owner on a shadow system must. Assign HR analytics governance lead to execute Policy or governance breach when training-data provenance questionnaire after a customer complaint that a chatbot invented a refund policy is complete, or Model defect when the Vendors and Agentic Systems packet still lacks the discriminator in training-data provenance questionnaire.