Directory AI — 2026 Edition
The AI Infrastructure Tool Directory
The authoritative index of AI infrastructure tools, platforms, and services — curated and rated by the Compute Forecast editorial team across four verticals and their key subcategories.
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Data Centers
Infrastructure powering the digital world.
Hyperscale
AWS
Amazon Web Service (AWS)
HQ: Seattle, Washington, USA
Founding year: 2006
Amazon Web Services provides cloud computing, storage, networking, AI, and analytics services for organizations worldwide. It supports startups, enterprises, and governments with scalable infrastructure and managed cloud solutions.
MA
Microsoft Azure
HQ: Redmond, Washington, USA
Founding year: 2010
Microsoft Azure is Microsoft’s cloud platform offering compute, AI, databases, and hybrid cloud services. It enables organizations to build, deploy, and manage applications across global cloud regions.
GC
Google Cloud
HQ: Mountain View, California, USA
Founding year: 2008
Google Cloud delivers cloud infrastructure, AI, data analytics, and developer services for businesses worldwide. Its platform powers enterprise modernization and large-scale AI workloads.
HW
Huawei
HQ: Shenzhen, Guangdong, China
Founding year: 1987
Huawei provides cloud computing, networking, AI, and digital infrastructure solutions for enterprises and public sector organizations. Its technologies support telecom operators and enterprise digital transformation.
Storage
NA
NetApp
HQ: San Jose, California, USA
Founding year: 1992
NetApp develops enterprise storage and data management solutions for hybrid and multi-cloud environments. Its portfolio helps organizations store, protect, and manage data across on-premises and cloud infrastructure.
DT
Dell Technologies
HQ: Round Rock, Texas, USA
Founding year: 1984
Dell Technologies provides enterprise servers, storage, networking, and cloud infrastructure solutions for organizations worldwide. Its infrastructure portfolio supports digital transformation, AI, and mission-critical enterprise workloads.
VT
Hewlett Packard Enterprise (HPE)
HQ: Spring, Texas, USA
Founding year: 2015
Hewlett Packard Enterprise delivers enterprise compute, storage, networking, and hybrid cloud solutions for businesses and public sector organizations. Its GreenLake platform enables customers to consume infrastructure through an as-a-service model.
VT
Pure Storage
HQ: Santa Clara, California, USA
Founding year: 2009
Pure Storage develops all-flash storage platforms and cloud-based data services for enterprise environments. Its solutions improve data performance, resilience, and scalability across hybrid and multi-cloud deployments.
Data Lake
VT
Databricks
HQ: San Francisco, California, USA
Founding year: 2013
Databricks develops a unified data intelligence platform that combines data engineering, analytics, and artificial intelligence workloads. Its lakehouse architecture enables organizations to manage data and build machine learning applications on a single platform.
VT
Cloudera
HQ: Santa Clara, California, USA
Founding year: 2008
Cloudera provides hybrid data platforms that help enterprises manage, analyze, and secure large-scale data environments. Its software supports analytics, machine learning, and data engineering across on-premises and cloud deployments
VT
Snowflake
HQ: Bozeman, Montana, USA
Founding year: 2012
Snowflake delivers a cloud-native data platform for data warehousing, engineering, collaboration, and artificial intelligence. Its platform enables organizations to securely manage and analyze data across multiple public clouds
VT
Teradata
HQ: San Diego, California, USA
Founding year: 1979
Teradata provides enterprise analytics and data management platforms for organizations managing complex, large-scale data environments. Its solutions support cloud analytics, data warehousing, and AI-driven decision-making across industries
AI & Machine Learning
Infrastructure powering the digital world.
Agentic AI
M
Maisa
HQ: New York, New York, USA Founding year: 2023
Maisa AI develops enterprise AI agents that automate complex business workflows and decision-making processes. Its platform enables organizations to deploy secure, domain-specific AI agents across enterprise environments.
MAI
Mistral AI
HQ: Paris, France
Founding year: 2023
Mistral AI develops open-weight foundation models and generative AI technologies for enterprise and developer communities. Its portfolio focuses on high-performance, efficient language models designed for commercial and open-source deployment.
GC
Zyphra
HQ: Palo Alto, California, USA
Founding year: 2024
Zyphra develops foundation AI models for speech, language, and multimodal applications. Its research focuses on efficient open-weight models optimized for enterprise and developer use.
HW
Verofax
HQ: Dubai, United Arab Emirates
Founding year: 2018
Verofax provides AI-powered traceability and digital asset solutions for enterprises across manufacturing, retail, and supply chains. Its platform combines artificial intelligence with blockchain technologies to improve product authentication and operational visibility.
Applied AI
RA
Rasa
HQ: San Francisco, California, USA
Founding year: 2016
Rasa develops conversational AI software that enables enterprises to build intelligent virtual assistants and automated customer service applications. Its platform provides open-source and enterprise tools for deploying secure, customizable AI assistants.
FA
Fractal Analytics
HQ: New York, New York, USA
Founding year: 2000
Fractal Analytics provides artificial intelligence and advanced analytics solutions that help organizations improve decision-making and business performance. Its services support industries including retail, healthcare, financial services, and consumer goods.
HF
Hugging Face
HQ: New York, New York, USA
Founding year: 2016
Hugging Face develops an open AI platform for sharing machine learning models, datasets, and developer tools. Its ecosystem supports enterprises and researchers building generative AI and natural language processing applications.
HAI
Hume AI
HQ: New York, New York, USA
Founding year: 2021
Hume AI develops multimodal artificial intelligence that understands emotional expression across voice, language, and facial interactions. Its platform enables developers to build empathetic AI applications for customer engagement and digital experiences.
AI Hardware
CS
Cerebras Systems
HQ: Sunnyvale, California, USA
Founding year: 2016
Cerebras Systems develops wafer-scale AI processors and computing systems designed for large-scale model training and inference. Its hardware platform accelerates generative AI, scientific computing, and high-performance computing workloads.
GR
Groq
HQ: Mountain View, California, USA
Founding year: 2016
Groq develops AI inference processors and software optimized for low-latency execution of large language models and generative AI applications. Its hardware architecture enables high-throughput AI inference for enterprise and cloud deployments.
CAI
Celestial AI
HQ: Santa Clara, California, USA
Founding year: 2020
Celestial AI develops photonic interconnect technologies that improve memory bandwidth and energy efficiency for AI infrastructure. Its Photonic Fabric platform enables high-performance connectivity between AI processors and memory systems.
CT
Credo Technology Group
HQ: San Jose, California, USA
Founding year: 2008
Credo develops high-speed connectivity, serializer/deserializer (SerDes), optical DSP, and chiplet solutions for AI, cloud, and hyperscale data center infrastructure. Its semiconductor technologies improve bandwidth, power efficiency, and network performance for next-generation computing platforms.
Neo Clouds
Infrastructure powering the digital world.
GPU
RP
RunPod
HQ: Mount Laurel, New Jersey, USA
Founding year: 2022
RunPod provides cloud-based GPU infrastructure for AI training, inference, and machine learning workloads. Its platform enables developers and enterprises to deploy high-performance compute resources on demand.
G42
G42
HQ: Abu Dhabi, United Arab Emirates
Founding year: 2018
G42 develops AI infrastructure, cloud computing, and high-performance computing platforms for governments and enterprises. Its portfolio includes sovereign cloud, AI research, and large-scale digital infrastructure across multiple industries.
N
Neysa
HQ: Mumbai, Maharashtra, India
Founding year: 2023
Neysa develops AI-native cloud infrastructure that provides GPU computing platforms for enterprise AI development and deployment. Its services enable organizations to accelerate generative AI, model training, and inference workloads.
GC
Genesis Cloud
HQ: Zug, Switzerland
Founding year: 2018
Genesis Cloud delivers GPU cloud infrastructure designed for artificial intelligence, machine learning, and high-performance computing applications. Its platform provides NVIDIA GPU instances with a focus on sustainable cloud computing.
Bare metal
SW
Scaleway
HQ: Paris, France
Founding year: 1999
Scaleway provides cloud computing, bare metal servers, and managed infrastructure services for developers and enterprises. Its platform enables customers to deploy scalable workloads across European cloud regions.
IBM
IBM
HQ: Armonk, New York, USA
Founding year: 1911
IBM provides bare metal infrastructure, hybrid cloud, and AI solutions for enterprise workloads through its cloud platform. Its services support mission-critical applications requiring dedicated physical infrastructure and high performance.
EQ
Equinix
HQ: Redwood City, California, USA
Founding year: 1998
Equinix offers bare metal infrastructure through Equinix Metal, enabling on-demand dedicated servers across its global digital infrastructure platform. Its services support hybrid cloud deployments, AI workloads, and low-latency enterprise applications.
OVH
OVHcloud
HQ: Roubaix, France
Founding year: 1999
OVHcloud provides public cloud, private cloud, and bare metal server solutions for businesses across global markets. Its infrastructure portfolio supports AI, high-performance computing, and enterprise digital transformation initiatives
Edge INfrastrastructure
GC
Gcore
HQ: Luxembourg City, Luxembourg
Founding year: 2014
Gcore provides edge cloud, content delivery, cybersecurity, and AI infrastructure services through a globally distributed network. Its platform helps enterprises deploy low-latency applications, media delivery, and AI workloads closer to end users.
CF
Cloudflare
HQ: San Francisco, California, USA
Founding year: 2009
Cloudflare operates a global connectivity cloud that delivers networking, security, edge computing, and developer services. Its platform improves application performance, cybersecurity, and internet reliability for organizations worldwide.
TF
Telefónica
HQ: Madrid, Spain
Founding year: 1924
Telefónica provides telecommunications, edge computing, cloud, and digital infrastructure services across Europe and Latin America. Its enterprise division supports businesses with connectivity, cybersecurity, IoT, and distributed computing solutions.
P
Pulsant
HQ: Reading, England, United Kingdom
Founding year: 1995
Pulsant operates edge infrastructure, colocation facilities, and cloud connectivity services across the United Kingdom. Its platform enables enterprises to deploy low-latency applications while connecting securely to major cloud providers
Sustainability
Infrastructure powering the digital world.
Net zero
SE
Schneider Electric
HQ: Rueil-Malmaison, France
Founding year: 1836
Schneider Electric develops energy management and industrial automation technologies for buildings, data centers, utilities, and industrial facilities. Its solutions help organizations improve energy efficiency, resilience, and sustainability across critical infrastructure.
RE
RE100
HQ: London, England, United Kingdom
Founding year: 2014
RE100 is a global corporate initiative that brings together businesses committed to sourcing 100% renewable electricity. The initiative supports members in accelerating the transition to renewable energy through collaboration and best practices.
PA
Plan A
HQ: Berlin, Germany
Founding year: 2017
Plan A develops carbon accounting and sustainability management software for enterprises. Its platform helps organizations measure emissions, track ESG performance, and achieve net-zero goals through science-based reporting.
Carbon
CC
Carbon Clean
HQ: London, England, United Kingdom
Founding year: 2009
Carbon Clean develops carbon capture technologies that help industrial facilities reduce greenhouse gas emissions. Its modular solutions support decarbonization across cement, steel, energy, and chemical industries.
CC
CarbonCure
HQ: Halifax, Nova Scotia, Canada
Founding year: 2012
CarbonCure develops carbon utilization technologies that permanently mineralize captured carbon dioxide into concrete. Its solutions help concrete producers lower embodied carbon while improving material performance.
WS
Watershed
HQ: San Francisco, California, USA
Founding year: 2019
Watershed develops enterprise climate management software for measuring, reporting, and reducing greenhouse gas emissions. Its platform supports sustainability reporting, carbon accounting, and decarbonization planning.
ET
EnergyTag
HQ: London, England, United Kingdom
Founding year: 2020
EnergyTag is a nonprofit organization that develops standards for hourly renewable energy certificate tracking. Its framework improves transparency and traceability in clean energy procurement and reporting.
ESG
CDP
CDP
HQ: London, England, United Kingdom
Founding year: 2000
CDP is a global nonprofit organization that operates one of the world’s largest environmental disclosure systems for businesses and governments. Its reporting framework supports transparency in climate, water, and forest-related risks.
SA
Sustainalytics
HQ: Amsterdam, Netherlands
Founding year: 1992
Sustainalytics provides ESG research, ratings, and risk analysis for institutional investors and corporations worldwide. Its assessments help organizations evaluate environmental, social, and governance performance and investment risks.
MSCI
MSCI ESG Research
HQ: New York, New York, USA
Founding year: 1975
MSCI ESG Research develops ESG ratings, climate analytics, and sustainability research for investors and financial institutions. Its datasets support responsible investing and portfolio risk assessment across global markets.
S
Sphera
HQ: Chicago, Illinois, USA
Founding year: 2016
Sphera develops sustainability, operational risk, and environmental management software for global enterprises. Its platform helps organizations manage ESG performance, compliance, and supply chain sustainability.
Liquid & Immersion Cooling
Infrastructure powering the digital world.
LIQUID COOLING
ZC
Zutacore
HQ: San Jose, California, USA
Founding year: 2016
Zutacore develops direct-to-chip liquid cooling technology designed for AI, high-performance computing, and hyperscale data centers. Its HyperCool® platform enables higher rack densities while reducing power consumption and water usage.
CS
CoolIt Systems
HQ: Calgary, Alberta, Canada
Founding year: 2001
CoolIT Systems designs liquid cooling solutions for high-density servers, AI clusters, and enterprise data centers. Its technology is deployed by leading OEMs and hyperscalers to improve thermal efficiency and computing performance.
JC
JeetCool
HQ: Littleton, Massachusetts, USA
Founding year: 2019
JetCool develops precision liquid cooling systems using microjet technology for AI servers and high-performance computing environments. Its cooling solutions increase processor performance while reducing energy consumption in data centers.
M
Motivair
HQ: Almelo,
Founding year: 1989
Motivair manufactures liquid cooling, thermal management, and heat transfer solutions for mission-critical facilities and data centers. Its technologies support AI infrastructure, medical imaging, industrial automation, and high-performance computing.>
Immersion Cooling
SW
Submer
HQ: Barcelona, Spain
Founding year: 2015
Submer develops single-phase immersion cooling systems that improve the efficiency and sustainability of AI and hyperscale data centers. Its solutions reduce energy consumption, eliminate water waste, and support high-density computing environments.
IBM
LiquidStack
HQ: The Woodlands, Texas, USA
Founding year: 2012
LiquidStack develops immersion cooling technologies for AI infrastructure, hyperscale data centers, and high-performance computing facilities. Its cooling platforms significantly reduce energy consumption while enabling ultra-high rack densities.
EQ
Green Revolution Cooling
HQ: Austin, Texas, USA
Founding year: 2009
Green Revolution Cooling develops immersion cooling systems that improve thermal performance and reduce operating costs for enterprise and hyperscale data centers. Its solutions enable sustainable cooling for AI, edge computing, and blockchain infrastructure.
OVH
DCX
HQ: Almelo, Netherlands
Founding year: 1989
DCX develops advanced liquid cooling systems for high-density computing environments and mission-critical facilities. Its thermal management solutions support data centers, industrial applications, and high-performance computing deployments.
Direct to chip cooling
V
Vertiv
HQ: Columbus, Ohio, USA
Founding year: 2016
Vertiv develops critical digital infrastructure including direct-to-chip cooling, power management, and thermal solutions for AI-ready data centers. Its portfolio enables enterprises and hyperscalers to deploy high-density computing infrastructure reliably and efficiently.
A
Accelsius
HQ: Austin, Texas, USA
Founding year: 2022
Accelsius develops two-phase direct-to-chip cooling technologies for AI infrastructure and high-performance computing environments. Its NeuCool™ platform delivers efficient heat removal while reducing energy and water consumption.
C
Corintis
HQ: Lausanne, Switzerland
Founding year: 2022
Corintis develops high-performance direct liquid cooling solutions based on microfluidic technology for AI processors and HPC systems. Its innovative platform improves heat transfer while enabling higher computing densities with lower energy consumption.
B
Boyd
HQ: Pleasanton, California, USA
Founding year: 1928
Boyd develops thermal management technologies, liquid cooling systems, and engineered materials for AI infrastructure and advanced electronics. Its solutions support hyperscale data centers, semiconductor manufacturing, and electric vehicle applications.
Power & Energy Grid
Infrastructure powering the digital world.
renewables
NE
NextEra Energy
HQ: Mount Laurel, New Jersey, USA
Founding year: 2022
NextEra Energy develops renewable energy generation, battery storage, and utility infrastructure across North America. The company is one of the world’s largest producers of wind and solar energy supporting large-scale electrification.
O
Ørsted
HQ: Abu Dhabi, United Arab Emirates
Founding year: 2018
Ørsted develops offshore wind farms, renewable energy infrastructure, and sustainable power solutions worldwide. Its portfolio supports governments and enterprises transitioning to low-carbon electricity generation.
I
Iberdrola
HQ: Mumbai, Maharashtra, India
Founding year: 2023
Iberdrola develops renewable energy projects, smart grids, and electricity transmission infrastructure across global markets. The company is one of the world’s largest producers of renewable electricity.
JS
JinkoSolar
HQ: Zug, Switzerland
Founding year: 2018
JinkoSolar manufactures high-efficiency solar modules and integrated photovoltaic solutions for utility-scale and commercial projects. Its products support renewable power generation for utilities, industries, and hyperscale facilities.
Power Distribution
SE
Schneider Electric
HQ: Rueil-Malmaison, France
Founding year: 1836
Scaleway provides cloud computing, bare metal servers, and managed infrastructure services for developers and enterprises. Its platform enables customers to deploy scalable workloads across European cloud regions.
ABB
ABB
HQ: Zurich, Switzerland
Founding year: 1988
ABB develops electrification, automation, robotics, and digital technologies for industrial, utility, and infrastructure applications. Its solutions improve energy efficiency, grid reliability, and operational performance across critical infrastructure.
E
Eaton
HQ: Dublin, Ireland
Founding year: 1911
Eaton develops intelligent power management technologies for electrical infrastructure, industrial systems, and data centers. Its portfolio helps organizations improve power reliability, efficiency, and resilience.
S
Siemens
HQ: Munich, Germany
Founding year: 1847
Siemens develops electrification, industrial automation, smart infrastructure, and digital technologies for energy and transportation markets. Its solutions accelerate grid modernization and sustainable infrastructure development worldwide.
Microgrids
GV
GE Vernova
HQ: Cambridge, Massachusetts, USA
Founding year: 2024
GE Vernova develops power generation, grid technologies, and renewable energy solutions for utilities and industrial customers. Its portfolio supports grid modernization, electrification, and the growing power demands of AI infrastructure.
HE
Hitachi Energy
HQ: Zurich, Switzerland
Founding year: 2020
Hitachi Energy develops power grids, substations, energy storage, and digital grid management technologies for utilities worldwide. Its solutions enable reliable electricity transmission while supporting renewable energy integration.
ER
Enchanted Rock
HQ: Houston, Texas, USA
Founding year: 2006
Enchanted Rock develops resilient microgrid and backup power solutions for commercial, industrial, and critical infrastructure facilities. Its platforms improve energy reliability while reducing operational risks during grid outages
PS
PowerSecure
HQ: Durham, North Carolina, USA
Founding year: 2006
PowerSecure develops distributed energy, microgrid, and backup power solutions for utilities, healthcare, manufacturing, and data centers. Its technologies improve grid resilience while supporting mission-critical operations.