Crawl, Walk, Run, Fly - The Four Phases of AI Agent Maturity

Organizations adopt AI agents through four maturity phases: starting with basic rule-based automation (crawl), advancing to generative AI assistants like chatbots (walk), progressing to goal-driven agents that autonomously execute multi-step plans (run), and ultimately reaching fully autonomous systems requiring minimal human oversight (fly). Most companies currently operate in phases 2-3, using AI assistants and piloting autonomous agents, with gradual progression being essential for managing technical complexity and organizational readiness.