powerbi-ai-analytics-packs

name	powerbi-ai-analytics-packs
description	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.

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.