Damian Kowalczyk and Emilie Lundblad | On systems before models, and the future of enterprise AI | #96

In this episode of The Only Constant, Lasse Rindom speaks with Damian K. Kowalczyk, a PhD and Principal ML Architect at Microsoft, and Emilie Lundblad, a Microsoft MVP and AI, data and security expert. They discuss the rapidly changing AI landscape, from China’s advances and open-weight models to the importance of context, evaluation and trust. Main topics they discuss include: Why China’s AI ecosystem continues to surprise the West The economics and complexity of open-weight models Why context, prompts and evaluation matter more than model size Whether SaaS and low-code platforms are becoming obsolete Europe’s role in the global AI race Listen to the episode to hear Emilie’s and Damian’s perspectives on the future of AI, enterprise technology and digital sovereignty. --- Want to know more about Damian and Emilie?: Damian Kowalczyk: Damian Kowalczyk is a Principal AI/ML Architect at Microsoft, building systems that make advanced AI fast, reliable, and affordable at Microsoft 365 scale. His work spans models, inference engines, GPU optimization, and product architecture, delivering order-of-magnitude performance gains and turning frontier research into production-ready products. Over 15 years, his career has taken him from CERN and large-scale data platforms to hyperscale AI infrastructure, always connecting engineering decisions with customer and business outcomes. With a PhD in Data Science and an Executive MBA in Innovation, Damian brings together engineering, science, and organizational thinking. He is particularly interested in how global competition, open models, and falling AI costs are reshaping how organizations create value. His central question is not only what AI can do, but what becomes possible when intelligence becomes abundant and innovation moves across traditional boundaries. Emilie Lundblad: Emilie Lundblad van Vliet is Lead Architect for GenAI at the LEGO Group, where she work with digital product teams for one of the world's most recognized consumer brands, to build and scale generative AI across its enterprise. Her work spans agentic systems, platform architecture, security and AI governance, turning frontier models into production-ready solutions that connect engineering decisions with business and organizational outcomes. Over 15 years, her career has taken her from data analytics and machine learning at GroupM and Hempel to leading AI Centers of Excellence at Ambu, always bridging deep technical work with board-level strategy. A 5x Microsoft MVP in AI and 2x Microsoft Regional Director, she is the only woman in the Nordics to hold both titles simultaneously. She sits on the boards of Blue Logistics Group and Fortytwo Technologies, a Nordic Microsoft security partner, and serves as Chairperson of the Danish Data Science Community and member of the National Advisory Board for the Pioneer Centre for AI. With a master's degree from ITU Copenhagen and more than 50 keynotes delivered across the region, she is one of the most active voices shaping the Nordic AI agenda. Her central question is not only what generative AI can do, but what becomes possible when organizations stop treating AI as a capability and start treating it as infrastructure.