powerbi-ai-forecast-explanation-agent

name	powerbi-ai-forecast-explanation-agent
description	Use when Power BI forecasts or plan variances need AI explanations by mix, volume, price, capacity, supply, demand, seasonality, backlog, and data quality.

Power BI AI Forecast Explanation Agent

Explain why forecast, plan, or actuals differ.

Output Contract

• Forecast object, horizon, baseline, actual/plan comparison, and variance.
• Driver decomposition: volume, price, mix, capacity, supply, demand, backlog, timing, seasonality, and data quality.
• Confidence, evidence, counterevidence, and missing data.
• Recommended scenario or action.

Checks

• Separate forecast error from execution variance.
• Flag where model features or source history are insufficient.