# Powerbi AI Analytics Packs

> Use when Power BI solutions need AI/ML analytics such as churn prediction, demand forecasting, anomaly detection, predictive maintenance, supplier risk, cash collection prioritization, margin leakage prediction, quality prediction, or lead scoring.

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

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# Power BI AI Analytics Packs

Use this skill when descriptive BI is insufficient and predictive or prescriptive signals are needed.

## Packs

- Customer churn prediction.
- Demand forecasting and forecast bias.
- Anomaly detection for finance, production, quality, energy, and inventory.
- Predictive maintenance and failure risk.
- Supplier risk and delivery prediction.
- Cash collection prioritization.
- Margin leakage prediction.
- Quality defect and warranty prediction.
- Lead scoring and opportunity win probability.

## Output Requirements

- Include target variable, feature candidates, training grain, leakage risks, validation metric, refresh cadence, model owner, and explainability.
- Separate AI scoring pipeline from Power BI visualization.
- Flag regulated or high-impact decisions that need human review and model governance.