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88 % of companies use AI, yet only 39 % see enterprise-wide impact and 62 % remain trapped in pilot purgatory. This book is the field manual for crossing the chasm. It strips away the hype and delivers: Where real value actually comes from (five lenses) How to build defensible business cases and escape vanity projects The eight layer guardrails stack every organization must deploy Department specific playbooks that work today Agentic reality vs. hype: where multi-step agents already deliver ROI Tailored roads for Small Giants (<500) and Enterprise Leviathans (>5,000) The last mile playbook: pilot production without $millions wasted Financial stewardship: tracking infra, licenses, people, and true ROI The 2030- 2035 horizon: $19.9 trillion economic tsunami, four possible worlds (Symbiotic winning), the death of classic hierarchy, Physical AI in warehouses, and the 2035 CEO who orchestrates infinite intelligence. One verdict: By 2035 your organization will either run on AI - or be run over by it. This book makes sure you are the one doing the running.