AI at Work: How to Build a Full Stack Organization

AI strategy that stays grounded in how people actually work

AI at Work: How to Build a Full Stack Organization takes a clear-eyed look at what AI adoption means inside a business. James Poulter approaches the subject as an organizational challenge, not just a technical one: the book moves from understanding large language models to the practical questions of training, instruction, ethics, human oversight, and day-to-day implementation.

What makes this title stand out is its structure. Poulter organizes the material into three connected parts—The Brain, The Gut, and The Hands and The Feet—so the reader can follow the logic of AI adoption from concept to judgment to action. That gives the book a useful rhythm, especially for leaders who need to think beyond isolated experiments and toward a more coherent strategy.

What the book covers

• how large language models fit into the wider AI conversation
• how organizations can train and guide AI systems more effectively
• why ethics and human oversight belong inside the process, not after it
• how AI changes work, roles, and organizational decision-making
• what “full stack work” looks like in practice

A practical read for business leaders and AI decision-makers

This is a book for readers who want to understand AI adoption in a serious business context. Its focus on organizational culture, leadership, and responsible implementation makes it especially relevant for managers, executives, consultants, and professionals helping teams navigate AI change.

If you are looking for a title that balances capability with caution and treats AI as a company-wide issue rather than a novelty, this is a smart, timely addition to the Digital Delights catalogue.