AI Cost Academy

Run weekly AI FinOps

Build a lightweight operating rhythm around budgets, reviews, and corrective action without creating process bloat.

Course goal

Run a weekly AI cost review with clear owners and follow-up decisions.

Built for ctos, platform leads, product managers. Work through the modules in order if you want the full picture, or jump directly to the lesson that matches the job in front of you right now.

Module 1

Weekly AI FinOps operating rhythm

Run a 30-minute weekly review with clear owners, pacing checks, top deltas, and action follow-up.

10 min

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Module 2

How to set AI and cloud alert thresholds

Set thresholds that are sensitive enough to catch real issues without spamming the team.

7 min

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Module 3

Weekly AI and cloud cost review template

Use a repeatable review template to move from daily visibility to weekly action and monthly confidence.

6 min

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Module 4

How to forecast cloud and AI spend without a FinOps team

Use a lightweight forecasting cadence to support weekly reviews and monthly confidence without heavy finance process.

6 min

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