After years of “software eating the world,” it’s hardware’s turn to feast. 

AI hardware spend is set to surpass $200B in the near future, as demand for AI infra accelerates. Bigtech and emerging companies in the space are racing to build faster, cheaper, and greener AI infrastructure. Beyond compute, AI is reshaping consumer devices, robotics, manufacturing, security, mobility, and healthcare, enabling adaptive intelligence at the edge.

This list features 50+ high potential AI hardware companies — from datacenter accelerators to AI-optimized consumer devices, autonomous systems, and medical devices. Get use cases, founder profiles, funding insights, and growth trends in this one-stop resource.