Preface
If you’re a CTO, I have good and bad news for you. The bad news is that some organizations are getting no ROI from adopting AI within their engineering organizations: Matthew Skelton, coauthor of Team Topologies, reported at QCon London 2026 that 80% of firms see no tangible benefit from AI adoption, attributing the failure to organizational maturity deficits. The good news is that other companies are seeing a tremendous acceleration in their ability to deliver value. The best news is that the differences between the high- and low-performing orgs are now becoming clearer, and so is how to move from one category to the other.
If you are a software engineering leader and you’re looking for good practices for adopting and scaling AI to accelerate how your org delivers business value, this book was written for you. It synthesizes hundreds of interviews with “CTOs at Scale” and executives from top AI companies to provide you with a comprehensive plan for experimenting with and ...
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