Org Design: Where AI Should Report

In this episode, Humza Teherany breaks down how he bridges deep technical fluency with strategic leadership at MLSE, home to the Raptors, Maple Leafs, and more. He shares how a vacation turned into an AI reawakening and how that hands-on immersion led to a fundamental shift in how his organization builds and experiments.

Humza walks through MLSE’s build in a day practice, their internal AI platform, and why speed to prototype now unlocks more than just efficiency. It changes who gets to shape the future. He, Jeremy, and Henrik explore the limits of traditional enterprise AI rollouts and how to build spaces for superusers that enable company-wide transformation. The conversation covers how technical literacy impacts credibility, why idea execution is the new differentiator, and how Humza’s five-year-old inspired a bedtime story app powered by AI.

Whether you're a CTO, a founder, or just figuring out where to start, Humza makes a compelling case. The best leaders don’t delegate this moment. They build.

Key Takeaways

• Leaders should not delegate the AI moment
  Humza, Henrik, and Jeremy agree that this is a moment for leaders to be hands-on. The ones who build and explore the tools themselves are the ones unlocking real impact.
• Technical fluency builds credibility and better decisions
  Humza’s return to his technical roots has changed how he leads. Understanding how AI works helps leaders earn trust and make smarter, faster choices.
• Speed enables inclusion
  MLSE’s build in a day model allows more people to contribute ideas and see them turned into real prototypes. Moving fast isn’t just efficient - it changes who gets to participate.
• Empower your superusers first
  Rather than starting with enterprise-wide training, Humza focuses on enabling the small group already eager to build. That early energy helps drive broader culture change.

MLSE: mlse.com
LinkedIn: Humza Teherany - LinkedIn

00:00 Intro: Humza Teherany and MLSE
00:27 The Role of C-Suite Leaders in AI
01:08 Reconnecting with Technical Skills
02:08 Diving Deep into AI Tools
03:03 The Importance of Hands-On Learning
04:25 Progression from Consumer to Technical AI Tools
07:28 Building a Business Case for AI
10:03 Creating a Culture of Innovation
14:00 Implementing AI in Business Operations
21:05 Challenges and Strategies in AI Adoption
26:17 Organizational Structure for AI Success
32:02 The Importance of Reviewing and Planning Code
33:01 The Future of Solo Developers and New Technologists
34:58 Reimagining Company Structures with AI
38:55 Key Skills for Future Technology Leaders
41:19 Personal AI Experiments and Innovations
46:52 Encouraging Creativity in Children with AI
49:11 The Debrief

📜 Read the transcript for this episode: building-an-enterprise-ai-innovation-lab-a-master-class-with-humza-teherany-chief-strategy-officer-of-maple-leaf-sports-and-entertainment/transcript

For more prompts, tips, and AI tools. Check out our website: https://www.beyondtheprompt.ai/ or follow Jeremy or Henrik on Linkedin:

Henrik: https://www.linkedin.com/in/werdelin
Jeremy: https://www.linkedin.com/in/jeremyutley

Show edited by Emma Cecilie Jensen.