How AI Is Transforming Work: The AI Transformation 100

Glean
207 views February 2, 2026

AI is fundamentally changing the workplace, from redefining expertise to transforming organizational structures. Hosts Rebecca Hinds, Head of the Work AI Institute at Glean, and Bob Sutton, Stanford Professor Emeritus and Founding Member of the Work AI Institute, are joined by Arvind Jain, Founder and CEO of Glean, to unpack the real-world lessons from the AI Transformation 100 report. Learn how top organizations balance centralization and decentralization, why new roles like AI Outcomes Manager matter, and what it takes to turn AI pilots into lasting business impact. What you’ll learn: • How AI is shifting the balance between experts and novices in organizations • The trade-offs between centralizing and decentralizing AI initiatives • Why education and new roles are critical for successful AI adoption • How to move fast with AI—without breaking things Resources: • See the latest from the Work AI Institute at Glean: https://www.glean.com/work-ai-institute?utm_source=youtube&utm_medium=organic-social&utm_campaign=intelligence-real-and-imagined-podcast • Explore the AI Transformation 100: https://www.glean.com/work-ai-institute/ai-transformation-100?page=1&utm_source=youtube&utm_medium=organic-social&utm_campaign=intelligence-real-and-imagined-podcast Subscribe for more: https://www.youtube.com/@gleanwork Follow our hosts and guests: • Rebecca Hinds: https://www.linkedin.com/in/rebecca-hinds/ • Bob Sutton: https://www.linkedin.com/in/bobsutton1/ • Arvind Jain: https://www.linkedin.com/in/jain-arvind/ Follow us: • LinkedIn: https://www.linkedin.com/company/gleanwork/ • Twitter/X: https://x.com/glean • Instagram: https://www.instagram.com/gleanwork/ Timestamps: 00:00 – Welcome & Introduction to the AI Transformation 100 01:05 – How AI is Changing Expertise and Organizational Tensions 04:54 – Centralization vs. Decentralization in AI Adoption 10:02 – The Role of AI Outcomes Managers & Real-World Implementation 14:40 – Flattening Organizations and the Impact of AI on Structure 20:43 – Moving Fast vs. Slow: Pilots, Scaling, and Lasting Change 27:03 – Top-Down vs. Bottom-Up Change & Leadership in the Age of AI 29:49 – How AI is Changing Leadership and Management

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