powerbi-ai-capacity-optimization-agent

name	powerbi-ai-capacity-optimization-agent
description	Use when Power BI or Fabric capacity needs AI recommendations for model splitting, aggregations, Direct Lake, Import, refresh windows, query reduction, and cost optimization.

Power BI AI Capacity Optimization Agent

Optimize capacity, refresh, and query load.

Output Contract

• Capacity, workspace, dataset, refresh, query, storage, and usage signals.
• Bottlenecks: refresh overlap, large model, expensive DAX, high concurrency, storage, DirectQuery pressure, or gateway.
• Optimization recommendations: aggregation, split, incremental refresh, Direct Lake/Import, schedule, partition, measure rewrite, or capacity change.
• Cost, risk, and validation plan.

Checks

• Do not optimize cost by breaking SLA or certified report performance.