AI Strategy That Actually Works: From Startup to Spotify to Search Fund with Tommy Högström

AI strategist Tommy Högström, who has guided giants like Spotify, H&M, and McDonald's, reveals the truth about implementing AI, scaling product teams, and the entrepreneurial journey. From founding his own AI consultancy in Sweden to leading financial forecasting at Spotify and now launching a search fund to acquire a software business, Tommy offers a rare look inside the strategic shifts that separate hype from reality. This episode explores the tough transition from services to product, the evolution of Spotify's famous agile culture, and how to build data infrastructure that actually scales. Unlock the full potential of your product team with Integral's player coaches, experts in lean, human-centered design. Visit integral.io/convergence for a free Product Success Lab workshop to gain clarity and confidence in tackling any product design or engineering challenge. In this episode: The Spotify Model, Unfiltered: Learn how Spotify's culture and priorities shifted dramatically when its focus changed from pure user growth to profitability, and what that means for agile teams at scale. Services vs. Product: Tommy breaks down the conflicting incentives between short-term consulting revenue and long-term product value, and why he ultimately sold his shares in the company he founded. AI Isn't Magic, It's Data: Discover why you might need four data engineers for every data scientist and why thinking of AI as just an "IT project" is the biggest mistake companies make. The Search Fund Path: An inside look at the search fund model, where entrepreneurs raise capital to buy an existing profitable business and scale it as the new CEO. Mentioned in this episode: Gab AI  Xego AI  1Password  Tommy's LinkedIn: https://www.linkedin.com/in/tommyhogstroom Subscribe to the Convergence podcast wherever you get podcasts including video episodes to get updated on the other crucial conversations that we'll post on YouTube at youtube.com/@convergencefmpodcast Learn something? Give us a 5 star review and like the podcast on YouTube. It's how we grow.   Follow the Pod Linkedin: https://www.linkedin.com/company/convergence-podcast/ X: https://twitter.com/podconvergence Instagram: @podconvergence