Watch this 25-minute conference talk from Data Science Conference Europe 2022 where Michael Soucek explores the organizational challenges and solutions for scaling data science and AI initiatives. Discover how companies can create sustainable value through data-driven transformation as traditional data science skills become commoditized through hyperscalers and AI democratization. Learn essential foundations for building an effective operating model that bridges the gap between data scientists and business departments, based on real-world lessons learned. Gain insights into common pitfalls, industry examples, and practical strategies for successfully scaling AI solutions across organizations. Understand the evolving landscape of data science implementation and how successful companies are adapting their organizational structures to maximize value generation through machine learning and artificial intelligence.