Are Humanoid Robots about to take over carmaking? Humanoid robots have entered automotive manufacturing with major fanfare, driven by BMW, Tesla and Toyota. But headlines aren’t production reality - and industry experts warn the gap between demos and deployment remains significant. But what's the reality? Ilkhan Ozsevim
Why data, not AI, is the real constraint in automotive production Automotive manufacturers are discovering that artificial intelligence does not fail on its algorithms. It fails on its foundations. The competitive battleground in smart manufacturing is shifting from model sophistication to data architecture, and most of the industry is not ready for it. Ilkhan Ozsevim
Why automotive AI fails between pilot and plant The automotive industry has mastered the AI pilot. It has not yet mastered scaling one. Across OEMs and suppliers, a structural gap persists between promising controlled-environment results and sustainable, plant-wide deployment. Ilkhan Ozsevim
