From Research to Reality: Scaling Industrial AI

How does Industrial AI move from research and experimentation into real-world impact? At CES, Kal Mos, Executive Vice President, Research & Predevelopment at Siemens, shares how Siemens is turning Industrial AI into scalable, deployable solutions across industry. In this conversation from the Siemens x AWS Industrial AI HQ booth, Kal discusses how research, data, AI, and industrial domain expertise come together to accelerate innovation—from early development to operational deployment. Kal explains why scaling Industrial AI requires more than technology alone: it takes the right foundations, close customer collaboration, and a clear path from innovation to value—helping companies become more competitive, resilient, and sustainable. This video is part of LIVE from CES: Industrial AI in Action, a joint Siemens x AWS series featuring leaders, customers, and experts shaping the future of industry.