In this expert panel, practitioners share hands-on experiences and actionable guidance for launching and expanding FinOps policy frameworks while fostering strong collaboration between engineering and finance teams. We’ll dive into how to balance IaC-based (shift-left) governance with runtime enforcement, explore the growing influence of automation and as-code practices, and discuss how AI is starting to transform policy management and optimization in today’s dynamic cloud environments.