Budgeting for AI on $500/Month: a Microsoft-first, ROI-driven playbook

Budgeting for AI on $500/Month: a Microsoft-first, ROI-driven playbook

Budgeting for AI doesn’t need a seven-figure line item. We capped Azure at $500/month, let Copilot drive broad productivity, and used Azure AI Foundry for one thin-slice workflow with tight token limits. This post breaks down the exact Microsoft costs, the guardrails that prevent bill creep, and the ROI math CIOs, IT leaders, and engineering teams can trust—what’s realistic, what isn’t, and how to scale only when the numbers prove it.