Automation isn't just about speed; it's about consistency, governance, and risk reduction. As software delivery becomes more complex, CTOs are rethinking static documentation and tribal knowledge, replacing them with automated guardrails that scale with the business. Together we'll explore how to lead that shift effectively. What is the tipping point where manual release processes start holding back business agility? How do you ensure automation enhances -- not erodes -- accountability and clarity across teams? Which guardrails are most essential to reducing release risk while empowering decentralized teams? How much automation is too much automation? How do you decide what to fully automate, and what should have a human in the loop?