Episode Overview

In this crossover episode with the Scrum.org Community Podcast, Yuval Yeret joins Scrum.org CEO Dave West to unpack why 95% of AI initiatives fail—not because of the tech, but because of outdated organizational operating systems. Together they explore how they’ve seen product thinking and empirical agility help leaders align strategy, product, and delivery to make AI deliver business impact. Together, they explore how mid-market and scale-up leaders can evolve their “Company Operating System” to become truly AI-ready: adaptive, outcome-driven, and designed for learning.

Highlight Quotes / Concepts

* “AI isn’t failing—our operating systems are.”

* “Treat your company like a product—develop it with evidence, feedback, and intent.”

* “Empiricism isn’t just for software teams. It’s how organizations survive uncertainty.”

* “The best results come when leaders focus AI on their biggest business constraints, not shiny experiments.”

Chapters

* 00:00 Welcome

* 02:35 Challenges in AI Adoption

* 03:51 Transforming Organizational Operating Systems

* 07:28 Product Thinking in AI

* 19:06 Context Development for AI

* 45:46 Final Thoughts and Takeaways

Notable Quotes

“Where people find gold with AI is when they use product techniques to think through strategy and execution—not when they chase shiny tools.” — Yuval Yeret

“AI exposes every weakness in how your business learns.” — Dave West

“Your operating system determines whether AI is a toy or a transformation.” — Yuval Yeret

“Don’t replace humans with AI—replace bureaucracy with learning.” — Yuval Yeret

Learn More:

* Improving AI Impact using Agility-based Operating Systems

* EOS (Entrepreneurial Operating System)

* OKRs (Objectives and Key Results)

* Leveraging Evidence-Based Management to develop your company

* Improvement Kata / Toyota Design System

Is your organization’s operating system ready for AI?

Take Yuval’s free AI-Ready Operating System Scorecard and find out where your business is leaking traction—and how to fix it before your next AI initiative stalls.

👉 https://scorecard.yeretagility.com/quiz/ai-traction-scorecard

This podcast episode was recorded and published originally on the Scrum.org Community podcast: https://www.scrum.org/resources/ai-and-implications-your-organizations-operating-system.

To hear more, visit yuvalyeret.substack.com