Why Data-First Thinking Is Killing Your AI Strategy

Microsoft Innovation Podcast

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What if your company’s AI journey didn’t start with data or tech—but with vision? In this episode, Erik David Johnson, Chief AI Officer at Delegate, shares how he’s helping organizations across Europe move from AI curiosity to concrete, production-ready solutions. With over 5,000 professionals trained and a hands-on workshop model that’s reshaping how businesses think about AI, Erik offers a rare blend of technical depth, strategic clarity, and regulatory insight. Whether you're building your first AI use case or navigating the EU AI Act, this conversation is packed with practical wisdom.
🔑 KEY TAKEAWAYS
- AI Strategy Starts with Vision, Not Data: Erik emphasizes that companies should define where they want to go before looking at the data they have—flipping the common “data-first” approach on its head.
- The 3-Day AI Ideation Workshop: A structured yet flexible sprint that helps organizations identify, qualify, and prioritize AI use cases—culminating in a roadmap and candidate architecture.
- Avoiding the “Tech-First” Trap: Erik warns against jumping straight to tools like ChatGPT or Azure AI without first addressing organizational, cultural, and user adoption barriers.
- AI Literacy is a Legal Requirement: Under the EU AI Act, companies must educate staff on AI. Erik shares how he's helping organizations meet this challenge through hands-on training and advisory roles.
- Legal and Regulatory Readiness: From advising Danish politicians to shaping national AI policy, Erik offers a unique perspective on how legal frameworks like the EU AI Act and ISO 42001 are reshaping the AI landscape.

🧰 RESOURCES MENTIONED:
👉 Delegate’s 3-Day AI Ideation Workshop – https://delegate.dk
👉 EU AI Act – https://artificialintelligenceact.eu
👉 ISO/IEC 42001 (AI Management Systems) – https://www.iso.org/standard/81230.html
👉 Erik’s Research and Writings – Available via his Computerworld Denmark column
👉 Microsoft MVP YouTube Series - How to Become a Microsoft MVP - https://www.youtube.com/playlist?list=PLzf0yupPbVkqdRJDPVE4PtTlm6quDhiu7

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Chapters

1. Why Data-First Thinking Is Killing Your AI Strategy (00:00:00)

2. From “We Should Do AI” to Real Solutions: The 3-Day Ideation Sprint (00:02:02)

3. The AI Adoption Curve: Why Most Companies Are Still Playing It Safe (00:08:17)

4. Why Middle Management Should Stay Out of AI Workshops (00:09:47)

5. The EU AI Act: What Every Business Needs to Know Now (00:13:18)

6. The Future of Legal Practice in the Age of AI (00:18:09)

730 episodes

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