Former Netflix CFO Breaks Down Return on Compute | Jim Cook

About this episode

In this episode of Run the Numbers, CJ welcomes back Jim Cook, a multi-time CFO (Intuit, Netflix, Mozilla) turned coach, author, and newsletter writer. They dig into “return on compute,” the metric Jim believes every finance leader needs in their vocabulary, and why surprise AI bills echo the early days of the cloud. They cover how to budget for tokens, the “frontier convergence” idea for ramping compute spend by role, and why revenue per compute may join revenue per headcount on the CFO scorecard.  — SPONSORS: Rillet is an AI-native ERP built for modern finance teams that want to replace NetSuite and close faster. With revenue recognition, close management, multi-entity support, and native Stripe and Salesforce integrations, Rillet helps scaling companies run their finance stack in one place. Hundreds of teams, including Windsurf and Mercor, use Rillet to make the zero-day close real. Book a demo at https://www.rillet.com/cj Cloud Capital helps you say goodbye to on-demand rates for cloud. Committing more cuts the rate you pay for cloud infrastructure by 20–60%. Commit wrong and you pay for capacity you'll never use. Cloud Capital underwrites that risk, so you capture the savi