In this module, you will learn why most AI and digital transformation efforts fail—and how to avoid repeating the same mistakes. You will gain the ability to recognize when traditional engineering, static strategy, and automation-first thinking are actively working against AI outcomes. Instead of guessing why pilots stall or why leadership loses confidence, you’ll be able to diagnose transformation failure with clarity and precision.

You will also learn how to turn strategy into a living, executable system. By the end of the module, you will be able to convert high-level goals into runtime strategy loops that generate evidence, adapt continuously, and improve daily. You won’t just “set direction”—you’ll know how to design strategy that runs, learns, and updates itself in real time.