“AI-first” is rarely a green-field innovation. It’s infusing decades-old ERP cores, sprawling customized SaaS applications, and brittle point-to-point integrations with a new cortex. This talk will show leaders how to plan and inject modern AI into the arteries of legacy teams and platforms while seeing immediate results for customers and employees.