Powerbi AI Model Governance

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.

rweisssieker-xp Updated

File contents

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.

rweisssieker-xp/powerbi-codex-plugin/tree/main/plugins/powerbi-business-intelligence/skills/powerbi-ai-model-governance commit 40db089c49

Frequently asked questions

npx skillmds@latest add rweisssieker-xp/powerbi-ai-model-governance