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Compute is the constraint behind many AI roadmaps. This category covers accelerated compute, edge devices and the systems that manage them, whether in the cloud, in a colocation facility or on premises.
Data center and AI factory infrastructure provider
5C is a data center group formed when Hypertec Cloud acquired 5C Data Centers, developing high-density facilities for AI and HPC workloads, including a Memphis AI factory expansion.
Industrial computers, edge AI systems and IoT platforms
Advantech makes industrial PCs, embedded boards and edge AI systems, many built on NVIDIA Jetson and Intel platforms, plus WISE-IoT software for device management.
Edge AI computing platforms and modules
Aetina supplies edge AI inference and training systems and MXM GPU modules. Its application examples include medical imaging, autonomous shipping and AI vision.
Neural processing unit IP and software for edge AI devices
AiM Future designs NPU intellectual property, branded NeuroMosAIc, licensed to chip makers for on-device AI inference in consumer and industrial products.
AI and general-purpose servers and rack-scale systems
Aivres is the global brand of server maker formerly operating as Inspur Systems, offering GPU and general-purpose servers and rack-scale systems for AI, cloud and HPC customers.
Simulation, HPC workload management and data analytics software
Altair provides simulation, high-performance computing and data analytics software used by engineering and IT teams. Its HPC portfolio centers on workload schedulers and cloud-bursting tools that manage CPU and GPU clusters, and it also offers AI and data science tooling. Siemens completed its acquisition of Altair in 2025.
AI vision SoCs for cameras, vehicles and edge infrastructure
Ambarella designs CVflow-based system-on-chips for video and AI, serving security cameras, automotive and robotics, including newer parts for generative AI at the edge.
CPUs, Instinct GPUs and adaptive chips for AI from data center to edge
AMD designs processors and accelerators for servers, PCs and embedded systems. Its Instinct GPUs target AI training and inference, supported by the open ROCm software stack, and it also sells EPYC server CPUs, Ryzen AI client chips and FPGA-based adaptive SoCs from the Xilinx acquisition.
Connectors, cables and interconnect hardware used in AI and data center systems
Amphenol manufactures electronic and fiber optic connectors, cables and interconnect systems, including high-speed products used in AI servers and data centers.
Remote workstation and secure client infrastructure for data-intensive work
Amulet Hotkey supplies infrastructure for remote graphics and compute workloads, including rack-mounted remote workstations (CoreStation) and secure thin and zero clients. Customers are in finance, government and defense, and media.
Semiconductors for sensing, signal processing and edge AI
Analog Devices designs analog, mixed-signal and digital signal processing chips plus sensors and power products. Its portfolio includes processors and tools used for edge AI and industrial, automotive and communications systems.
Autonomous legged robots for industrial inspection
ANYbotics builds ANYmal, a legged robot that performs autonomous inspection rounds in industrial sites such as energy and process facilities, collecting sensor and visual data and analyzing it with software.
UHF RFID readers and handheld devices
Apulsetech makes UHF RFID readers, handheld readers and related hardware used for asset tracking, inventory and unmanned store applications.
Data center networking for AI clusters with EOS software
Arista supplies high-speed Ethernet switches and EOS software for cloud and AI data centers, along with CloudVision for network management.
Processor architecture and IP licensed for data center to edge AI
Arm licenses CPU and NPU designs, including Neoverse server cores, Cortex cores and Ethos NPUs, used by chipmakers and cloud providers. It does not historically manufacture chips, and is majority-owned by SoftBank.
Technology distributor and solutions provider for components and enterprise computing
Arrow Electronics distributes electronic components and enterprise computing products and provides engineering and supply chain services. Its enterprise computing business sells servers, storage, networking and software including AI-oriented infrastructure through channel partners.
Server and workstation hardware maker
ASRock Rack makes servers, motherboards and GPU systems for data center and AI workloads.
Connectivity semiconductors and modules for AI and cloud infrastructure
Astera Labs designs connectivity chips and modules, including PCIe and CXL retimers, switches and memory controllers, to link GPUs, CPUs and memory in AI servers.
Computer hardware maker with AI servers and edge systems
ASUS is a Taiwanese manufacturer of PCs and components that also sells enterprise servers, AI servers and edge AI systems under ASUS and ASUS IoT.
Edge AI computers and video capture hardware
AVerMedia is a Taiwanese hardware maker known for video capture products, which also sells edge AI computing boxes and embedded systems for industrial and vision applications.
Metis AI processing units for edge inference
Axelera AI designs the Metis AIPU, which accelerates vision and generative inference in edge devices, offered as cards, modules and systems with the Voyager SDK.
Industrial PCs and embedded computing hardware including edge AI systems
Axiomtek designs embedded and industrial computers, motherboards, panel PCs and network appliances. Its line includes edge AI systems for automation, transportation and retail.
Mini PCs and OEM/ODM hardware
Azulle makes mini PCs and sticks and offers OEM and ODM manufacturing.
Industrial cameras and embedded vision components for machine vision
Basler designs and manufactures industrial cameras, lenses, frame grabbers and embedded vision systems used in factory automation, medical, retail and traffic applications. Its embedded vision products support running AI inference at the edge.
Graph streaming processors and software for edge and hybrid AI
Blaize builds Graph Streaming Processor hardware and AI Studio software for edge and hybrid AI deployments in vision, defense and smart infrastructure. It became publicly listed in 2025.
AI-focused data center sites and GPU modules
BluSky AI builds high-performance computing sites for AI workloads using powered land and modular data center designs. It offers GPU cluster modules featuring NVIDIA H100s and core infrastructure from 1MW to 60MW with a focus on green power.
IoT platform for connecting and managing devices
Blynk provides an IoT platform with a mobile and web app builder, cloud device management and OTA updates for connecting hardware.
Humanoid robot maker for research, education and development
Booster Robotics, based in Beijing, builds humanoid robots such as the Booster T1 for research, education and developer use.
Smart sensors, IoT software and automotive AI from a global industrial group
Bosch is a German technology group whose businesses include mobility, industrial technology and consumer goods. For AI hardware it supplies MEMS sensors with on-device intelligence through Bosch Sensortec, IoT platforms and automotive driver-assistance systems.
Custom AI accelerators and Ethernet networking silicon
Broadcom designs custom AI accelerators, known as XPUs, for hyperscale customers, along with Tomahawk and Jericho Ethernet switch chips and optical components used in AI clusters. It also owns enterprise software including VMware.
LoRaWAN IoT sensors and gateways
Browan Communications is a Taiwanese manufacturer of IoT devices including LoRaWAN sensors and gateways used in smart building and asset monitoring. Product details here are from general knowledge.
Open edge AI vision hardware for developers, a Milesight brand
CamThink is a developer-focused brand from Milesight offering modular edge AI cameras and boxes (NeoEyes, NeoEdge) and a model zoo for moving vision AI prototypes to deployment.
IT solutions provider supplying AI-ready hardware, software and services
CDW resells and integrates technology from vendors including NVIDIA, Dell, HPE and Cisco, serving business, government, education and healthcare customers. It offers AI readiness assessments, infrastructure design, deployment and lifecycle support for AI workloads.
Edge data center network operations platform
Cerbrec operates property owners' sites as a connected edge data center network, handling buildout, retrofit and operations so combined capacity can be leased as a single service. Its platform orchestrates and unifies site capacity.
Wafer-scale AI processors, systems and fast inference cloud
Cerebras builds the Wafer-Scale Engine, a very large AI processor, and CS-series systems for training and inference. It also operates a cloud inference service and sells supercomputer-scale clusters. The company went public on Nasdaq in 2026.
Optical networking systems and software for data center and network interconnect
Ciena builds optical and packet networking equipment, coherent optics and network automation software used by service providers, cloud operators and enterprises, including data center interconnect for AI workloads.
IT asset lifecycle management and disposition, including GPU management
Cirkadis provides IT asset lifecycle management, data destruction and asset recovery for enterprises, with the ORBIT tracking platform and remote GPU management services. It is R2v3 and ISO certified.
GPU cloud and dedicated AI infrastructure provider
Cirrascale Cloud Services provides dedicated GPU and accelerator cloud infrastructure for AI training and inference, plus an inference platform. It serves AI developers and enterprises.
Rugged embedded hardware and NVIDIA Jetson carrier boards
Connect Tech designs embedded computing products including carrier boards and rugged systems for NVIDIA Jetson modules. Its products serve edge AI, robotics and industrial deployments.
Direct liquid cooling for servers and data centers
CoolIT makes cold plates and coolant distribution units for liquid-cooled servers. Ecolab announced an agreement in 2026 to acquire it.
Colocation data centers and interconnection for enterprise and cloud workloads
CoreSite operates data centers in several US metro areas offering colocation, interconnection and cloud on-ramps. Enterprises use it to host infrastructure, including higher-density AI and GPU deployments. It is owned by American Tower.
Specialized GPU cloud for AI training and inference
CoreWeave operates GPU-focused data centers and a cloud platform with Kubernetes-based services for AI workloads. It offers NVIDIA GPU capacity and managed tooling to AI labs and enterprises.
AI cloud infrastructure with large GPU clusters
Corvex provides AI cloud infrastructure, including large-scale GPU clusters, token-based API access to open-weight models and confidential computing for model weights.
AI cloud and data center infrastructure built around energy efficiency
Crusoe builds AI data centers and operates Crusoe Cloud, offering GPU compute with managed inference and orchestration.
Digital in-memory compute accelerators for AI inference
d-Matrix designs inference accelerators using digital in-memory compute, including its Corsair platform.
Liquid cooling systems for data centers and high-density compute
DCX designs liquid cooling systems, including direct-to-chip and coolant distribution, for data centers running high-density AI and HPC hardware.
Custom power distribution equipment for data centers
DEI Power Solutions manufactures custom power distribution gear in the US, mainly for data centers, including PowerForge and PowerMaxx switchgear, remote power panels and panelboards, plus custom busbar.
LoRaWAN IoT sensors and gateways
Dragino manufactures LoRaWAN sensors, gateways and IoT devices.
Ethernet networking fabric for AI clusters and service providers
DriveNets sells disaggregated networking software and systems, including AI Fabric, an Ethernet-based network for connecting GPU clusters, and Network Cloud for service providers. It was reported to have raised a Series D tied to AI networking demand.
Embedded camera modules for vision and edge AI products
e-con Systems designs and manufactures embedded camera modules, including USB, MIPI and GMSL cameras, for use in industrial, retail, mobility and medical products. Its modules support edge AI platforms such as NVIDIA Jetson.
Power management and cooling for data centers
Eaton supplies power distribution, UPS and, following an acquisition, liquid cooling for data centers, along with Brightlayer software.
Taiwan-based distributor of semiconductor and IT products including AI platforms
EDOM Technology is a Taiwan-listed distributor of semiconductor components and IT products, supplying AI, embedded and cloud hardware to Asian customers.
Cloud connectivity platform for cellular IoT devices
EMnify provides a cloud-native cellular connectivity platform for IoT devices with SIMs, global network access and APIs for managing device connectivity.
IoT connectivity with multi-network eSIM and device management
Eseye provides cellular IoT connectivity using multi-network eSIM technology, along with device connectivity management and related engineering services. It serves enterprises deploying connected devices globally.
Cloud-managed enterprise networking for wired, wireless and data center
Extreme Networks sells switches, wireless access points, network management and security software for enterprises. Its cloud-managed platform is used by campus, data center and distributed organizations, with growing AI-assisted network operations features.
Performance engineering and AI acceleration software and hardware services
Fixstars Solutions is the US group company of Fixstars Corporation of Tokyo, with an office in Irvine, California. The Fixstars group provides software optimization for GPUs and accelerators, plus products such as Fixstars AIBooster for AI training performance and Fixstars Amplify for optimization problems.
Autonomous AI control layer for data center cooling, power and network
FLUIX makes A.I.M.I., software that coordinates cooling setpoints, onsite power use and workload placement in data centers within operator-set limits. It targets operators of AI and high-density facilities.
Electronics manufacturer producing AI servers, networking and cloud hardware
Foxconn (Hon Hai Technology Group) is the world's largest electronics contract manufacturer. It builds AI servers and rack-scale systems for cloud and enterprise customers, and has expanded into AI factories and EV-related products.
Solid-state active cooling chips for compute devices
Frore Systems develops AirJet, a solid-state active cooling technology, and liquid cooling plates for data center chips. Its cooling products target thermal limits in thin devices and high-power AI processors.
IT services group developing AI platforms, processors and computing hardware
Fujitsu is a Japanese IT company that provides services, servers, and AI technology. It builds Arm-based processors such as FUJITSU-MONAKA, supercomputing systems derived from the Fugaku program, and the Kozuchi AI platform, and offers digital annealing for optimization problems.
Servers and GPU systems with management software
GIGABYTE makes servers, motherboards and workstations; its enterprise arm Giga Computing sells GPU servers and management software.
Smart workplace solutions using service robots, IoT and AI
GlobalDWS helps organizations build smart workplaces using AI, IoT and robotics. Its offerings include service robots, industrial IoT and smart buildings, and technology adoption planning.
Satellite operator offering IoT trackers and connectivity
Globalstar operates a low-earth-orbit satellite network and sells satellite voice, data and IoT products, including asset trackers and messengers. It supplies connectivity for remote monitoring devices; it does not make AI accelerators.
GPU cloud and inference platform for AI workloads
GMI Cloud provides GPU cloud infrastructure with bare-metal and on-demand access to Nvidia GPUs, along with an inference and model-serving platform, for AI developers and enterprises.
Intelligence Processing Units for AI, owned by SoftBank
Graphcore designs Intelligence Processing Units and software for AI workloads. SoftBank Group acquired it in 2024.
LPU inference chips and the GroqCloud inference service
Groq designs the Language Processing Unit, an inference-focused chip, and runs GroqCloud for hosted model inference and GroqRack for on-premises deployment. In late 2025 Nvidia struck a licensing deal for its technology and hired its leadership, while the company continued operating GroqCloud.
Edge AI processors and accelerator modules for vision workloads
Hailo designs AI accelerators for edge devices, offered as M.2 and PCIe modules and as vision processors for cameras. Its Hailo-8 and newer parts target low-power inference in cameras, vehicles and industrial gear.
IoT devices, firmware and cloud for industrial monitoring
HARDWARIO designs and manufactures IoT hardware such as the CHESTER sensor platform, LoRaWAN sensors and gateways, plus a cloud service for fleet management. Its workshop is in Liberec, Czech Republic.
Servers, supercomputing, networking and hybrid cloud for AI workloads
HPE sells servers, storage, networking and the GreenLake hybrid cloud platform. For AI it offers Cray supercomputing systems, ProLiant GPU servers and a private cloud AI stack developed with NVIDIA, plus fleet management tools.
PCs, workstations and printers with on-device AI and fleet management
HP Inc. sells personal computers, workstations and printing products. Its AI-focused lines include PCs with neural processing units and Z workstations for data science, along with software for managing device fleets.
Bare-metal GPU server provider and AI factory management
Hydra Host provides dedicated bare-metal GPU servers across partner data centers, plus Brokkr, an operating system for provisioning and managing AI infrastructure, and a confidential single-tenant offering.
LPU-based AI inference chips and servers
HyperAccel is a Seoul semiconductor company building LPU (Language Processing Unit) hardware and software for LLM inference. Products include Bertha accelerator cards, a Forte accelerator and an HX server.
Builds AI and HPC servers and high-density data center infrastructure
Hypertec Group designs and manufactures HPC and AI servers, including GPU and immersion-cooled systems, and offers integration, deployment and lifecycle services. Other divisions cover data center construction, custom manufacturing and IT solutions.
Custom server and storage hardware for hyperscale and AI data centers
Hyve Solutions designs and manufactures custom server, storage and rack-scale systems, including AI-oriented configurations, for cloud providers and large data centers. It is a business unit of TD SYNNEX.
Canadian IT provider for HPC and AI infrastructure
Images et Technologie, based in Montreal, designs and deploys high-performance computing and AI infrastructure, including NVIDIA DGX systems, custom servers, storage and networking. It also offers managed IT services and data center solutions.
Industrial IoT routers, gateways and edge computing devices
InHand Networks makes industrial cellular routers, IoT gateways and edge computing devices with cloud device-management software for remote connectivity of industrial and enterprise equipment.
Wi-Fi SoCs and modules for IoT devices
InnoPhase IoT makes wireless IoT platforms including Talaria Wi-Fi system-on-chips and modules, with SDKs and reference designs for smart home, building, medical and industrial devices.
On-site IoT installation, provisioning and architecture services
Install IoT supplies field technicians and solution architects for installing, provisioning and maintaining IoT deployments across the US, plus IoT architecture and embedded AI consulting.
CPUs, Gaudi AI accelerators and AI PC processors
Intel makes processors and accelerators for data centers, PCs and edge systems. Its AI products include Xeon CPUs with built-in AI instructions, Gaudi accelerators, Core Ultra chips with NPUs, and the OpenVINO toolkit for deploying models.
IT asset disposition, HPC hardware and network infrastructure services
Inteleca provides IT asset disposition including data eradication, HPC hardware with NVIDIA GPUs for AI workloads, new and refurbished networking and server equipment, and network and physical security services.
Taiwan-based server and electronics maker, including AI servers
Inventec is a Taiwanese manufacturer that designs and builds servers, notebooks and other electronics, including GPU-based AI servers for cloud and enterprise customers.
Server appliance, OEM integration and hardware support services
Iron Systems, part of IRON Global, builds custom server appliances and embedded systems and provides OEM integration, supply chain and global repair services. It lists NVIDIA GPU, AMD and Intel-based platforms and edge infrastructure services.
Factory automation sensors, machine vision and measurement systems
KEYENCE makes sensors, vision systems, barcode readers and measuring instruments for factory automation, including AI-enabled image inspection products, sold directly to manufacturers.
Embedded computing, IoT and edge hardware
Kontron designs embedded computing boards, systems and IoT solutions for industrial and communications applications, including edge platforms capable of AI workloads. It is headquartered in Linz, Austria and publicly listed.
GPU cloud, clusters and servers for AI training and inference
Lambda offers on-demand and reserved NVIDIA GPU cloud capacity, private clusters, and GPU workstations and servers. It began as a deep learning workstation maker and now focuses on AI cloud infrastructure for training and inference.
Industrial and edge computing hardware and network appliances
Lanner designs and manufactures network appliances, edge AI computing platforms and rugged industrial computers. It serves telecom, enterprise networking and industrial customers, including OEMs.
Bare metal and GPU cloud infrastructure across global locations
Latitude.sh provides bare metal servers and cloud infrastructure for AI, blockchain and gaming workloads, including dedicated GPU clusters pre-configured with ML tooling. Services also include Kubernetes, storage, managed PostgreSQL and private connectivity to major clouds across 26 locations.
Low-power FPGAs with sensor and edge AI solution stacks
Lattice makes small, low-power FPGAs used in sensor fusion, vision and security, with software stacks for edge inference.
Software-first approach to AI compute portability and efficiency
Lemurian Labs is developing a software stack and compute architecture aimed at making AI workloads more efficient and portable across hardware. Product details are limited.
PCs, servers and liquid-cooled infrastructure with hybrid AI solutions
Lenovo sells PCs, workstations, data center servers and services. Its infrastructure group offers ThinkSystem GPU servers, Neptune liquid cooling and validated hybrid AI stacks, alongside AI PCs and edge systems.
Composable infrastructure software for pooling GPUs and memory
Liqid provides software and fabric hardware that lets operators compose GPU, memory and storage resources across servers.
Power and automation equipment including for data centers
LS ELECTRIC America supplies low- and medium-voltage power distribution equipment such as transformers, switchgear, panelboards and DC power systems, plus automation and industrial controls, for data centers, utilities and manufacturing.
Custom AI silicon, optics and data center connectivity chips
Marvell supplies custom compute silicon, electro-optics, Ethernet and storage controllers for cloud and AI infrastructure.
GPU cloud and compute rental for AI workloads
Massed Compute rents GPU-based virtual machines and bare metal servers to teams running AI training, inference and rendering workloads.
Fabless semiconductor maker for mobile, edge AI and connectivity chips
MediaTek designs system-on-chip products for smartphones, smart devices, automotive and IoT, including processors with integrated AI engines for on-device inference. It also develops custom silicon for data center and edge customers.
High-bandwidth memory and storage for AI systems
Micron makes DRAM, high-bandwidth memory and SSDs used with AI accelerators and servers.
HPC and AI servers, clusters and workstations
Microway designs and delivers GPU servers, HPC clusters, workstations and storage for AI and scientific computing, acting as an integrator with NVIDIA and others. It has operated since 1982.
Modular analytics and AI appliances for operational data
Mind in a Box sells modular analytics and AI systems delivered as desktop, 1U or 3U appliances, with optional accelerators. Modules cover big data and IoT processing, trusted data storage, security and Industry 4.0 analytics.
Edge AI NPU chips and accelerators
Mobilint, based in Seoul, designs neural processing units for edge AI inference.
Factory-built modular AI data centers
Mod42 builds factory-manufactured modular data center buildings sized from 5 MW to 1 GW for AI capacity, including site development, installation and commissioning. It claims delivery in under seven months.
AI cloud with GPU infrastructure and inference services
Nebius is an AI infrastructure company, operating GPU clusters and a managed cloud platform with training and inference services. It emerged from the restructuring of Yandex's international business.
AI inference infrastructure silicon and software
NeuReality builds AI inference infrastructure including an inference operating system, a networking chip (AI-SuperNIC) and an AI-CPU, aiming to improve utilization of GPUs and other accelerators.
Factory automation for building AI servers
Nexa Technologies designs and automates factories for assembling AI servers, with products such as Smart Factory, ShopFloor, testing software and the TG668V4 AI server. It is based in Katy, Texas.
GPUs, systems and software platform for AI training and inference
NVIDIA designs GPUs, networking and full-stack systems for AI and accelerated computing. Its products span Blackwell data center GPUs, DGX systems, NVLink and Spectrum networking, Jetson edge modules, and the CUDA and NVIDIA AI Enterprise software stack.
Processors and microcontrollers with embedded neural acceleration
NXP Semiconductors makes processors, microcontrollers and connectivity chips for automotive, industrial and IoT markets. Its i.MX and MCX families include neural processing units, supported by the eIQ machine learning software toolkit, and it announced an acquisition of Kinara, an edge AI accelerator company.
Private AI infrastructure with dedicated GPU clusters
OneSource Cloud designs, deploys and manages dedicated GPU environments for enterprises and healthcare organizations, with a monitoring tool called OnePlus. It operates from a Richardson, Texas data center.
Industrial and edge computers for AI and IoT
OnLogic designs and manufactures industrial, rugged, panel and edge computers, including GPU-capable systems for edge AI, and offers hardware engineering and AI consulting services. The company's site notes an agreement for OMRON to acquire it.
Neutral-atom quantum computing hardware and software
Pasqal builds quantum processors based on neutral atoms and related software and cloud access for research and industrial applications. It targets simulation, optimization and machine learning use cases.
Taiwanese electronics manufacturer producing AI servers and edge hardware
Pegatron is a Taiwanese design and manufacturing company that builds consumer electronics, networking gear and servers, including AI and cloud servers. It supplies OEM and ODM customers.
Managed cellular IoT connectivity and SIM management
Pelion provides IoT connectivity through multi-network SIMs and eSIMs, with a portal and APIs for managing devices and connections. It offers tiered plans with security and support options.
AI cluster infrastructure, cluster management software and memory
Penguin Solutions designs and operates AI and HPC clusters, with OriginAI infrastructure designs, ClusterWare management software, and memory products.
Networking hardware for IoT, console servers and industrial connectivity
Perle Systems makes serial and console servers, 5G and LTE routers, fiber media converters, Ethernet extenders and industrial switches for connecting devices and IoT equipment.
NAND flash controllers and storage for AI
Phison designs NAND flash controllers and storage solutions, including enterprise SSDs and the aiDAPTIV+ technology that extends GPU memory using flash for AI training and inference. It is listed in Taiwan.
AI-powered robots for unloading trucks and containers
Pickle Robot builds robotic systems that use computer vision and AI to unload boxes from trucks and containers in logistics operations.
Memory, storage and NVIDIA professional GPU solutions
PNY Technologies manufactures memory and storage products and distributes NVIDIA professional and data center GPUs and AI workstation solutions in North America and Europe.
Mobile, edge and data center AI processors and developer tools
Qualcomm makes Snapdragon processors with on-device NPUs, Dragonwing industrial and IoT chips, and Cloud AI accelerators for data center inference. It also offers Qualcomm AI Hub and acquired Edge Impulse for edge ML development.
Data center servers and racks for cloud and AI
QCT, part of Quanta, designs servers, storage and rack systems for cloud and enterprise customers, including GPU platforms.
Integrated quantum photonics hardware
Quantum Computing Inc. develops room-temperature photonic quantum products, including the Dirac-3 optimization machine, for computing, sensing and secure communication. It is listed on Nasdaq under QUBT.
South Korean AI inference chip and accelerator maker
Rebellions designs neural processing unit chips and accelerator cards for AI inference in data centers. Its products include the ATOM and REBEL families.
Microcontrollers and processors with embedded AI acceleration
Renesas supplies microcontrollers and microprocessors for automotive and industrial markets, including RZ/V parts with DRP-AI acceleration and Reality AI software.
Cloud platform for high-performance computing and AI workloads
Rescale provides a cloud platform that orchestrates high-performance computing for engineering simulation, R&D and AI across multiple cloud providers and on-premises resources.
Reconfigurable dataflow chips and full-stack AI inference platform
SambaNova builds the SN-series Reconfigurable Dataflow Unit and offers SambaNova Cloud and on-premises systems for running large models. Talks with Intel on an acquisition ended and the companies signed an inference partnership.
Support and development for the Slurm workload manager
SchedMD provides commercial support and development for Slurm, an open source workload manager for HPC and AI clusters, and Slinky, a project for running Slurm in Kubernetes. Its site states it is now part of NVIDIA.
Power, cooling and infrastructure management software for data centers
Schneider Electric supplies power, cooling and the EcoStruxure IT software used to monitor data center equipment, and publishes reference designs for AI racks.
AI infrastructure with GPU cloud and model APIs
ScitiX offers GPU cloud, a model API compatible with OpenAI and Anthropic interfaces and full-stack AI infrastructure.
IoT and edge AI hardware, boards and manufacturing services
Seeed Studio designs and sells open hardware for IoT and edge AI, including development boards, sensors and Nvidia Jetson-based edge computers, and offers prototyping and manufacturing services.
Fiber optic connectors and cabling for data centers
Senko manufactures fiber optic connectors, adapters and cable assemblies used in data center, telecom and enterprise networks. Its high-density connectors are relevant to AI cluster networking.
Optical transceivers and fiber optic cables for data center networks
Shenzhen Ascent Optics manufactures optical transceivers, DAC and AOC cables and WDM multiplexers used in data center and network connections.
Industrial automation, edge computing and AI for manufacturing
Siemens is a technology group serving industry, infrastructure and healthcare. In AI hardware it supplies Industrial Edge devices, SIMATIC industrial PCs and software for deploying AI models on factory floors, through the Xcelerator portfolio.
Embedded AI edge solutions built on NVIDIA Jetson
Silicon Highway provides NVIDIA Jetson-based AI edge solutions and developer kits and modules.
Machine learning system-on-chip platforms for physical AI at the edge
SiMa.ai builds MLSoC chips and software for running vision and multimodal models at the edge in embedded systems.
Mobile and IoT device management and rugged-device software
SOTI provides software to manage and secure mobile devices and IoT endpoints, including rugged and barcode-scanning hardware used in logistics and retail. Products cover device management, security and data capture.
Data center cooling products for AI and HPC environments
Spartan Critical Systems sells data center cooling products and engineering design services, including direct-to-chip liquid cooling for AI and high-performance computing.
Microcontrollers and sensors with on-device neural acceleration
ST makes STM32 microcontrollers, some with a Neural-ART accelerator, and MEMS sensors with built-in machine learning, supported by the ST Edge AI Suite.
Immersion cooling and data center design for AI
Submer provides immersion and liquid cooling and data center design services for high-density compute.
Data center containment and cleanroom infrastructure
Subzero Engineering provides turnkey containment systems for data centers and cleanrooms, including AisleFrame and Elite Series containment, along with consultation, CFD design and installation.
GPU servers, rack-scale systems and liquid cooling for AI
Supermicro designs and builds servers, storage and rack-scale systems using building-block architecture, with strong focus on NVIDIA and AMD GPU platforms and direct liquid cooling. It also offers management software and integration services.
On-device AI software and experiential solutions (Korea)
Sweetndata researches on-device AI technology, including GPU-optimized software to make AI faster and lighter, alongside branded experience and pop-up offerings.
Ultra-low-power neural decision processors for always-on devices
Syntiant makes NDP chips for always-on speech, sensor and vision AI in earbuds, wearables and IoT devices, along with models and development tools.
Optical networking products and immersion cooling
T1Nexus sells OEM-compatible optical transceivers, cables and immersion cooling products.
IoT connectivity and platform services for enterprises
Telenor IoT (formerly Telenor Connexion) provides IoT connectivity, SIM management and related platform services for enterprise deployments, and is part of the Telenor group.
Personal service robots for hospitality, healthcare and retail
temi makes autonomous mobile service robots with a screen and an open software platform, used for guidance, telepresence and customer interaction in settings such as hospitality, healthcare and retail.
AI cloud built on AMD Instinct GPUs
TensorWave operates a GPU cloud based on AMD Instinct accelerators, offering bare metal and managed inference for training and inference workloads.
RISC-V based AI processors, accelerator cards and IP licensing
Tenstorrent designs AI accelerators and RISC-V CPU IP, sells Wormhole and Blackhole cards and servers, and licenses its designs. It publishes open-source software stacks and is led by chip architect Jim Keller.
Modular fuel cell onsite power for AI data centers
Teragen Energy makes modular fuel cell systems for onsite power, with fast load response, fuel flexibility and optional storage and carbon capture. It targets AI data centers, manufacturing campuses and utilities, with technology from Lawrence Berkeley National Laboratory.
Microcontrollers and vision processors with integrated edge AI
Texas Instruments makes analog chips, microcontrollers and processors, including MCUs with an on-chip NPU and AM6xA vision processors, with Edge AI Studio tools.
Semiconductor foundry manufacturing AI and high-performance chips
Taiwan Semiconductor Manufacturing Company is the largest contract chip manufacturer and fabricates processors for AI accelerators, mobile and HPC customers using advanced process nodes and packaging.
AI networking fabrics for scale-up and scale-out clusters
Upscale AI sells networking infrastructure for AI clusters, including scale-up and scale-out fabrics, validated designs and software. The company supports open standards such as UltraEthernet, SONiC and UALink and reports about $500M in total funding. Its domain redirects to upscale.com.
Custom AI chips and domain-specific AI models
UX Factory, a South Korean company, builds domain-specific AI including on-sensor AI chips, multi-chip systems, small language models and industrial sensing and prognostics solutions.
Automotive supplier with ADAS sensors and AI research for driving assistance
Valeo is a French automotive supplier that makes cameras, radar, ultrasonic sensors and lidar for driver-assistance systems. It runs valeo.ai, a research lab working on perception and AI for automated driving.
Embedded and edge AI computing systems
Vecow is a Taiwanese maker of embedded computers, edge AI systems and GPU-enabled industrial computers for vision, robotics and transportation applications.
Rugged, carrier-grade and custom computing systems
Vector Data supplies rugged, carrier-grade and custom servers and storage, including NEBS-compliant and 48V DC-powered systems, plus related services. It is located in Berkeley, California.
OEM system builder for AI, edge and video surveillance computing
Velasea designs, builds and supports purpose-built computing for integrators, OEMs and software partners, built on Dell and HPE platforms and its own Iron Link systems. Offerings include NVRs, servers, storage and workstations for video surveillance, AI and edge deployments.
Power, cooling and monitoring infrastructure for AI data centers
Vertiv provides power systems, liquid and air cooling, and monitoring software for data centers, including prefabricated modules for high-density AI deployments.
Industrial IoT, asset management and CMMS software
Viaanix sells industrial IoT and asset-management software centered on ArgusIQ, which combines asset management, maintenance, IoT connectivity and AI. It also offers offline AI, real-time location and wireless IoT networking.
AI robots for high-hazard industrial work
Vigiles Robotics builds BraveBot, a general-purpose robot platform run by its RobotOS software, aimed at hazardous tasks such as firefighting, oil, chemical and power operations.
GPU cloud for AI training and inference
Voltage Park operates a GPU cloud with large NVIDIA GPU clusters for AI training and inference, offering on-demand and reserved capacity.
Taiwan-based electronics manufacturer producing AI servers
Wistron is a Taiwanese electronics design and manufacturing company. Its business includes servers and cloud/AI computing hardware built for hyperscale and enterprise customers.
Rugged GPU and FPGA embedded computing modules and systems
WOLF Advanced Technology makes rugged high-bandwidth computing hardware, including VPX and XMC modules built on NVIDIA architectures, for defense and aerospace-aligned embedded AI and signal processing.
Technology solutions provider with an AI proving ground lab
World Wide Technology integrates and supplies IT infrastructure from vendors such as NVIDIA, Cisco, Dell and HPE. It operates the Advanced Technology Center lab, where customers test AI infrastructure before purchase, and offers integration and supply chain services.
Taiwan-based maker of video capture and embedded edge computing hardware
Yuan High-Tech Development is a Taiwan-based manufacturer of video capture cards, embedded boards and edge computing hardware, including AI-capable edge products.
Orchestration and management for edge computing devices
ZEDEDA provides a platform for deploying and managing applications and devices at the edge, built around the open source EVE-OS. It is used to run AI and containerized workloads across distributed hardware.
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Accelerated Compute, Edge and IoT Devices and Hardware Management.
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