From Zero to AI-Native: Scaling AI Across the Org

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Most companies talk about being AI-native, but few show what it takes at scale. Josh Leavitt, Sr.

Director of AI & Data at Coinbase, shares the hard-won playbook for transforming a high-stakes,

regulated engineering organization into one where AI is a first-class citizen across every team.

Josh can cover my approach towards building a centralized AI platform that serves thousands of

engineers without becoming a bottleneck, tooling decisions that actually moved the needle, and what

AI-native really means when shipping in a zero-tolerance-for-failure environment. Expect concrete

frameworks, real examples, and honest lessons from what didn’t work.

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