A five-stage diagnostic framework for assessing organizational AI readiness, drawn from the upcoming book 'Hyperadaptive.' Each stage covers indicators of current standing, signals of readiness to advance, and red flags that suggest foundational gaps. Stage 1 focuses on governance and pilots; Stage 2 on process optimization; Stage 3 on trusted automation; Stage 4 on scaling and restructuring; Stage 5 on full hyperadaptive realization with AI-powered sensing and continuous adaptation. The key insight, backed by 2025 DORA research, is that AI amplifies existing organizational strengths or weaknesses, making foundational readiness critical before scaling.
Table of contents
A 5-Stage Diagnostic to Pressure-Test Your AI ReadinessThe Five Stages: A Quick OverviewStage 1 Diagnostic: Are Your Foundations Solid?Stage 2 Diagnostic: Are You Optimizing or Just Accelerating Chaos?Stage 3 Diagnostic: Can You Trust Your Automations?Stage 4 Diagnostic: Are You Scaling Excellence or Replicating Problems?Stage 5 Diagnostic: True Hyperadaptivity or Premature Declaration?What This Diagnostic RevealsSort: