Which Stage Is Your Organization Actually In?

A framework from the upcoming book 'Hyperadaptive' outlines five stages organizations move through on the path to becoming AI-native: Foundation, Process Optimization, Agents and Automation, Scaling AI, and Hyperadaptive. Most organizations overestimate their progress, claiming Stage 3 or 4 while actually sitting at Stage 1. The post provides diagnostic checklists for each stage and argues that skipping foundational work — governance, psychological safety, AI champions, learning communities — is why nearly 80% of AI initiatives fail. Moderna's 100% GenAI adoption in six months is cited as evidence that deliberate, stage-by-stage capability building outperforms ambitious leaps.