Outevolve: The Enterprise Operating Model for the Age of AI

AI is not your strategy. How fast you evolve is.In the age of AI, every enterprise faces a fork: use AI to do the old game faster, or use it to play a new one entirely. Outevolve is for leaders who choose the new game. Peter Beck and Andreas Schliep were part of the first scaled Scrum implementations in Germany in 2004 and have since worked with hundreds of organizations, from three-person startups to state-owned multinationals. In this book, they distill twenty years of what actually works into AME3.AME3 is not another scaling framework rebranded for the age of AI. It is a minimal set of rules, a system, and a leadership approach that integrates what your teams already use (Scrum, LeSS, Kanban, Lean, Wardley Mapping) into one coherent operating model for the entire enterprise, not just engineering. Think of it as Total Football for the age of AI: define the functions, trust the players, win the next match.Practice, not theory. Beck and Schliep do not just write about AI. They run their own company with it. With their background and experience as entrepreneurs, CEOs, product owners, engineers, and developers, they apply the latest AI approaches and tools in their daily work and with their clients. The chapter AI Agents in Practice Beyond Coding walks through the working architecture.What you will learnThree strategic doctrines that replace long-range plans with continuous learning: Empirical Control, Overall Optimization, and Evolution FocusA minimal rule set for Arenas, Teams, and Enterprise governance, without bureaucracy, matrix reporting, or year-long transformation programsA step-by-step Playbook for starting with one Arena and scaling empirically, one cycle at a timeHow to build an AI strategy with Wardley Mapping so you stop automating the work you should kill and start investing where evolution actually mattersHow teams evolve from component teams to full-stack to AI-enhanced teams that own end-to-end business outcomesTwo running case studies, a 50-person startup and a 1,200-person industrial group, that show AME3 in action at both ends of the scaleWho this book is forMedium enterprises of 50 to 5,000 people: the size where scaling starts to hurt and big-agile rollouts have stopped delivering. CEOs, founders, CTOs, and board members who need a better operating model. Business-unit leaders, agile coaches, and transformation consultants who know that structure, not slogans, is the answer.Why this bookBecause the existing answers are failing. Pure Scrum was never designed for the full enterprise. "AI transformation" vendors are selling automation to organizations that need simplification. Outevolve starts from a different premise: an operating model built for the age of AI from the ground up, standing on two decades of scaled Scrum and enterprise practice. AME3 is released under a permissive Creative Commons license so you can adopt, adapt, and extend it for your own context.The real question was never "Are we doing AI?" or "Are we agile?" It is: how well does your enterprise navigate evolution compared to your competitors?The game is on. Outevolve. Read more