FAI Capacity Planner

AI capacity planning specialist — GPU sizing, PTU allocation, token volume forecasting, cost modeling, scaling strategy, and FinOps for Azure AI workloads.

Overview

Property	Value
Type	Agent
File	`agents/fai-capacity-planner.agent.md`
Tools	codebase, terminal, azure
Model	gpt-4o, gpt-4o-mini
WAF Alignment	`cost-optimization`, `performance-efficiency`, `reliability`
Compatible Plays	`02-ai-landing-zone`, `12-model-serving-aks`, `14-cost-optimized-ai-gateway`
Lines	119

Usage

In VS Code (GitHub Copilot)


@fai-capacity-planner How can you help me?

In fai-manifest.json


{
  "primitives": {
    "agents": ["../../agents/fai-capacity-planner.agent.md"]
  }
}

Source

GitHub: agents/fai-capacity-planner.agent.md
Edit: Edit on GitHub →

Auto-generated from the FrootAI primitive catalog . Last updated: 2026-04-20.