powerbi-ai-model-governance

name	powerbi-ai-model-governance
description	Use when AI/ML models used with Power BI need model cards, bias checks, drift monitoring, explainability, human-in-the-loop approval, validation, auditability, or lifecycle governance.

Power BI AI Model Governance

Use this skill for predictive or generative AI in BI workflows.

Governance Requirements

• Model purpose, owner, training data, target variable.
• Validation metric and threshold.
• Bias/fairness and segment performance.
• Drift monitoring and retraining trigger.
• Explainability and human review.
• Approval, versioning, audit trail, and retirement.

Output Requirements

• Produce a model card and governance checklist.
• Flag high-impact decisions for human-in-the-loop approval.