February 2026
Intermediate to advanced
464 pages
11h 2m
English
Content preview from Untangling AI
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CHAPTER 4Execution: AI-Enabled Execution
Execution is everything.
—John Doerr
Turning Strategy into Reality Through AI Execution
Have you ever sat in a strategy meeting, filled with excitement about AI possibilities, only to walk away wondering, “But where do we actually start?” You’re not alone. This gap between strategy and execution is where most AI initiatives falter, not because of technology limitations but because of unclear pathways from vision to implementation.
The brutal truth is that 60–90% of strategic initiatives fail at execution.1 In the AI era, this failure rate is even higher at 95% because leaders face a unique paradox: AI can accelerate execution exponentially, but only if you execute the AI implementation itself with precision and discipline.2
The Execution Paradox
Here’s what makes AI execution different from traditional business execution: AI amplifies everything. If your execution processes are strong, AI makes them unstoppable. If they’re weak, AI magnifies the chaos. This chapter is about ensuring you’re in the first category.
We’re going to bridge the strategy-execution gap through nine systematic approaches that transform AI from overwhelming possibility into measurable business results. You’ll learn how to move from idea paralysis to execution mastery, using AI as both the solution and the accelerator.
What’s Ahead: Your Execution Roadmap
Execution is the final pillar in the AI Sweet Spot. This is where strategy, people, and technology converge ...
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O’Reilly covers everything we've got, with content to help us build a world-class technology community, upgrade the capabilities and competencies of our teams, and improve overall team performance as well as their engagement.Julian F.
I wanted to learn C and C++, but it didn't click for me until I picked up an O'Reilly book. When I went on the O’Reilly platform, I was astonished to find all the books there, plus live events and sandboxes so you could play around with the technology.Addison B.
I’ve been on the O’Reilly platform for more than eight years. I use a couple of learning platforms, but I'm on O'Reilly more than anybody else. When you're there, you start learning. I'm never disappointed.Amir M.
I'm always learning. So when I got on to O'Reilly, I was like a kid in a candy store. There are playlists. There are answers. There's on-demand training. It's worth its weight in gold, in terms of what it allows me to do.