Resources

Thinking on AI spend governance.

Writing and reference material on AI spend governance, FinOps for AI, and the operating discipline teams need as AI usage moves into production.

AI spend governanceFinOps for AIBudget ownershipPre-bill controlsChargeback & showbackApproval workflows

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FinOps for AI

AI Cost Management Is the Next FinOps Problem

The FinOps discipline was built for cloud infrastructure. AI spend is different. Here's what changes when usage moves at request speed.

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Engineering cost discipline

OpenAI vs Anthropic vs Gemini: The Real Cost in Production

Published pricing tells you the rate. Production usage tells you the bill. The gap is usually surprising — and it is where ownership matters.

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AI spend governance

How to Track AI Costs by Team

Attribution is the first step toward control. Here's how to break AI spend down by the teams that drive it — and who should own it.

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Blog

Essays on AI spend governance, budget ownership, and FinOps for AI.

Product

The records CapHound writes, the policies that write them, and the operating loop.