AI For Work

AI for Work is a practical book for COOs, operations leaders, and supply chain professionals who want to understand AI, its capabilities, and its limitations as they navigate the transformation of global operations in a landscape of constant disruption. Reviewed by a panel of senior experts from top global companies like Snowflake, Accenture, IBM, PwC, FourKites, Inc., and Lenovo, this book is written from the perspective of a transformation leader who has spent many years driving digital transformation and has seen the same patterns repeat: how decisions are made, where systems fail, and why so many operations leaders still struggle to build AI that can scale beyond a long list of pilots and proofs of concept.

The book explains AI and work through the structure of operations itself by shifting the mindset from seeing operations as a collection of processes to seeing operations as an information loop - sense, decide, act, learn. Every decision in that loop is governed by three forces: Content, Context, and Choices. That single shift is what separates leaders who see AI as just another tool to optimize operations from those who see AI as a core component of structural design.