AI at Work: How to build a full stack organization

by James Poulter

'My view is that the future belongs to the minority of businesses that follow this advice.' Rory Sutherland, Vice Chairman, Ogilvy Group

As fears of agentic obsolescence abound, organizations are struggling to implement AI in ways that enhance rather than replace human work. This unique book introduces a full-stack approach that balances technological capability with human values, ethics and practical applications.

AI at Work provides a framework that moves beyond scattered AI experiments toward a coherent strategy that will run throughout your entire company. Rather than focusing on technical capabilities or dystopian warnings, it utilizes a full-stack approach to harness AI's benefits while preserving what matters most – a firm's people, its values and its unique organizational identity.

The global AI market is projected to reach $1.8 trillion by 2030, with organizations across sectors racing to implement AI solutions. However, whilst 83% of executives report that AI is a top priority for their organization, only 23% have a comprehensive implementation strategy.

This book fills a critical gap between theoretical AI books and technical implementation guides by
· A practical framework applicable across industries;
· Equal emphasis on technological capability, ethical considerations and real-world applications;
· A human-centered approach that addresses concerns about AI replacing workers; and
· Case studies and examples from diverse sectors.

232 pages, Hardcover

Published September 3, 2026

Reviews

[Pranav Bhatnagar · Rating 5 out of 5]

AI At Work is the kind of book that makes you stop and think about your own future while you are reading it. James Poulter takes a subject that can feel confusing and even scary and explains it in a way that feels clear, practical and surprisingly human. What I loved most is that the book does not simply tell us that AI will make everything better, and it does not try to scare us into thinking that every job will disappear. Instead, it asks a much more useful question about how people and organizations can actually learn to work with AI. The idea of moving from FOMO to FOJO really stayed with me because it puts into words a fear many people already have. We first worried about missing out on AI, and now many people worry about being replaced by it. The book encourages us to prepare instead of panic, and that message gave me a much more hopeful feeling about the future. I also really enjoyed the AI nervous system idea, which makes a complicated subject much easier to understand. The book looks at the brain, the gut and the hands and feet as different parts of building an organization that can use AI properly. The idea of the full stack professional was another part that caught my attention because it shows how people may need to become comfortable working across different areas instead of staying locked inside one small part of a job. Even more importantly, the book reminds us that skills like empathy, leadership, judgment, strategy and understanding people are not becoming less important just because AI is becoming more capable. Some of the real examples were especially interesting. One example about analysts refusing to let AI create their reports showed something that is easy to miss. People do not always resist technology because they hate technology. Sometimes they resist because the work being taken away is how they prove their value. That made the discussion feel very real to me. I also loved the message about leadership. Leaders cannot tell everyone else to change while continuing to work exactly as they always have. They need to learn, experiment and sometimes admit that they do not have all the answers. The book also gives important space to safety, responsibility, privacy and ethics, which I really appreciated because the excitement around AI can sometimes make people forget about the risks. What stayed with me most is the belief that AI should help amplify human ability rather than simply replace people. This is not a book that leaves you feeling powerless in front of technology. It makes you feel that there is still a choice in how we use it. If you work in business, lead a team, run an organization or simply wonder what AI means for your career, AI At Work is absolutely worth reading. I finished it feeling more curious about the future, more aware of the changes coming and, most importantly, much more hopeful that humans still have a very important place in the story.