# 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.

- Skill: `rweisssieker-xp/powerbi-ai-model-governance` (Agent Skill)
- Install (CLI): `npx skillmds@latest add rweisssieker-xp/powerbi-ai-model-governance`
- Raw SKILL.md: https://api.skillmd.com/api/skills/rweisssieker-xp/powerbi-ai-model-governance/raw
- Safety review: pending
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: AI & ML
- Author: rweisssieker-xp (https://skillmd.com/u/rweisssieker-xp)
- Updated: 2026-09-17
- Page: https://skillmd.com/skills/rweisssieker-xp/powerbi-ai-model-governance

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# 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.