AI Hardware companies

Normal Computing develops physics-based hardware and AI-accelerated EDA tools, focusing on thermodynamic computing to improve efficiency in semiconductor design…

Mythic develops analog compute-in-memory processors designed to accelerate AI inference with significantly higher energy efficiency than conventional GPUs.

ElastixAI is a startup building scalable, energy-efficient AI inference solutions using FPGAs and full-stack optimization as an alternative to GPU infrastructur…

Nexthop AI builds networking hardware, hardened network operating systems and pre-tested interconnects for hyperscaler and neo-cloud AI workloads, working as an…

AllSpice builds AI-powered design review and collaboration software that brings Git, CI/CD and automated checks to electronics hardware development.

NextSilicon builds intelligent compute architecture and dataflow accelerators for high-performance computing, alongside an enterprise-grade RISC-V CPU core.

Crux AI is a U.S. company delivering dedicated AI compute at industrial scale by integrating power, high-density data centers, TPU silicon, networking, software…

P-1 AI builds Archie, an AI agent that automates engineers' cognitive work in designing complex physical systems using physics-based synthetic data and spatial…

Edgescale AI builds compute, connectivity and software foundations for running AI across distributed edge environments in industries such as manufacturing, util…

Cerebras Systems builds AI supercomputers with wafer-scale architecture for high-performance computing.

Featherless AI provides a serverless inference platform for instant access to over 20,000 open-source AI models, featuring rapid hot-swapping and significant co…

Zettabyte builds supply-chain neutral, liquid-cooled AI data centre infrastructure and software for sovereign and enterprise customers worldwide.

Tycho.AI, an MIT spinout, builds autonomous intelligence software and mission-optimized edge compute hardware for unmanned systems in GPS-denied and contested e…

An MIT CSAIL spin-off building efficient foundation models designed to run from data centres to edge devices, moving beyond traditional transformer architecture…