Hardware manufacturers struggle to transition from device-centric to platform-based business models

Traditional AI hardware makers (like smart glasses and phone manufacturers) are trapped in a commoditized, low-margin hardware business but lack the expertise and infrastructure to build sustainable software platforms. They face pressure to evolve beyond selling individual devices to creating ecosystems, but current solutions fail because they don't address the fundamental shift in revenue models, user retention, and ecosystem development required.