**Before You Buy GPUs: What Leaders Get Wrong About AI Strategy, Cost, and Readiness** helps decision-makers separate AI theater from actual operating leverage. Instead of starting with models, vendors, or hardware, the book starts with the harder questions: what workflow matters, who owns it, what the system will really cost, and whether the organization is prepared to carry the burden that follows. It is a practical guide for leaders who want judgment before procurement and clarity before commitment.