Powerbi AI Forecast Explanation Agent

Use when Power BI forecasts or plan variances need AI explanations by mix, volume, price, capacity, supply, demand, seasonality, backlog, and data quality.

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File contents

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.

rweisssieker-xp/powerbi-codex-plugin/tree/main/plugins/powerbi-business-intelligence/skills/powerbi-ai-forecast-explanation-agent commit a9e8c177f6

Frequently asked questions

npx skillmds@latest add rweisssieker-xp/powerbi-ai-forecast-explanation-agent