AI is often framed as a technology rollout, but Melissa Reeve makes a different case: organizations that already know how to learn, adapt, and improve are better prepared for AI. In this BONUS episode, we connect Lean, Agile, DevOps, and AI-native work, and explore why Scrum Masters may be closer to the center of AI adoption than they think.
From Toyota Production System to AI-Native Work
“I didn’t really have words for what would later be my career. I didn’t know about systems thinking. I didn’t know about this thing called Agile.”
Melissa traces the through-line from studying the Toyota Production System in Tokyo, to early Agile marketing, to developing intellectual property at Scaled Agile, and finally to AI. Her point is that Lean, Agile, and AI-native work are not separate conversations. They all depend on sensing what is happening, shortening feedback loops, learning from reality, and improving the system instead of only optimizing individual tasks.
The DevOps Lesson for AI Adoption
“People go from doing the task to building, monitoring, and maintaining the automations that do the task.” Continue reading BONUS: Why AI Is Agile’s Best Use Case With Melissa Reeve
