Building an Automation Culture

Getting automation adopted across an enterprise isn't a tooling problem. It's an organizational one. A pilot with a handful of enthusiasts is one thing. Two thousand active builders across dozens of teams, each with their own systems, skill levels, and appetite for risk, is something else entirely.

This panel brings together practitioners who've done the second thing. They'll talk about what it actually took: the cultural shifts that made adoption stick past the first wave, the governance choices that kept security and compliance intact without slowing builders down, and the enablement models that grew skills across teams with very different starting points. Expect to hear about concrete patterns, including self-serve infrastructure and community-driven operations that turn the user base itself into a support system. And expect an honest conversation about observability and accountability: how telemetry helped identify what was working, what was stuck, and how to hand teams real ownership of the automations they run.

• Understand the cultural shifts that make automation adoption stick past the first wave of enthusiasts
• Learn the governance choices that keep security and compliance intact without slowing builders down
• Discover enablement models that grow skills across teams with very different starting points
• See concrete patterns like self-serve infrastructure and community-driven support that turn users into a support system
• Understand how telemetry and observability help teams identify what's working, what's stuck, and hand over real ownership