Hardware Renaissance: AI, Robotics, and Supply Chain Strategy
The rapid saturation of digital AI is pushing innovation into the physical world, triggering a hardware renaissance. This analysis explores the critical shift from software agility to hardware discipline, highlighting supply chain vulnerabilities, spatial computing transfers, and AI-augmented engineering. Leaders must adopt conservative development cycles, secure component independence, and leverage AI-native talent to build durable moats in robotics and advanced manufacturing.