What h20.ai does

H2O.ai is a private US-based AI platform company that provides an end-to-end stack for building, deploying, and managing generative and predictive AI agents and applications in sovereign environments—air-gapped, on-premises, or private cloud VPC deployments where no data sharing or model exfiltration occurs. The platform converges predictive AutoML and generative AI on a single architecture centered on h2oGPTe, an enterprise GenAI agent with multi-model support and cost controls, alongside H2O LLM Studio (no-code LLM/SLM fine-tuning), H2O Driverless AI (AutoML with automatic feature engineering and explainability), H2O Hydrogen Torch (no-code deep learning for image, text, and time-series), and supporting tooling (MLOps, Feature Store, Wave, Label Genie, GenAI App Store). The company has invested in proprietary open-weight model families—H2O Danube3 (offline-capable SLMs), H2OVL Mississippi (vision-language models for OCR and Document AI), and TabH2O (a foundation model for tabular data)—and operates a long-running open-source distributed ML platform (H2O-3) with a reported 2M+ data science users. h2oGPTe was reported as the first system to achieve 75% accuracy on the GAIA general AI assistant benchmark, and the company was named a Visionary in the 2026 Gartner Magic Quadrant for AI Platforms for Data Science and Machine Learning.

The business model combines subscription-based enterprise platform licensing (including h2oGPTe, LLM Studio, Driverless AI, MLOps) with professional services for tailored implementation, with a freemium open-source funnel (H2O-3 and related open models) feeding enterprise land-and-expand. Pricing is quote-based and not publicly disclosed; customer engagement begins with on-demand demos and progresses through direct enterprise sales. Vertical-focused customer segments include financial services (Commonwealth Bank of Australia, Wells Fargo, Bank of America, Goldman Sachs, Citibank, Mastercard, Banco do Brasil, AKBank), telecommunications (AT&T, Singtel), and US public sector (NIH, plus a dedicated US Federal solution category), with additional logo customers in technology (Workday, Cisco, Samsung), retail (Chipotle, CVS, eBay), insurance (State Farm, Progressive), and automotive (Hyundai). Documented outcomes include a 70% reduction in scam losses at Commonwealth Bank of Australia, 90% call-center cost reduction and 2X ROI within one year at AT&T, and an h2oGPTe deployment supporting 8,000 NIH federal employees in an air-gapped environment.

Go-to-market is enterprise field sales with strategic technology partnerships spanning the full compute and cloud stack: Dell, Nvidia, AWS, Microsoft Azure, Google Cloud, and VAST Data. The company pursues regulatory-grade customers through FedRAMP authorization and air-gapped deployment, and amplifies demand through an ecosystem of community channels (H2O University, AI 100 competition, GitHub/X/LinkedIn/YouTube presence) and content marketing (blog, research papers, wiki, newsletter). The platform is broadly applicable but structurally differentiated for highly regulated industries where data sovereignty and on-premises deployment are procurement requirements, and where most cloud-native AI vendors cannot qualify.

Name

h20.ai

Legal name

H2O.ai

Website

https://h20.ai

Company type

Private

Operating status

Operating

Short description

H2O.ai is a private AI platform company that provides enterprise tools for building, deploying, and managing generative and predictive AI agents and applications. It serves financial services, telecommunications, and public-sector customers with sovereign-AI deployments in air-gapped, on-premises, or private cloud environments.

Ownership category

akta.pro rank

Product category

Enterprise AI Platform

NAICS

Software Publishers (5132), Computer Systems Design and Related Services (5415), Computer Systems Design and Related Services (54151), Computing Infrastructure Providers, Data Processing, Web Hosting, and Related Services (5182)

SIC

Services-Prepackaged Software (7372), Services-Computer Programming, Data Processing, Etc. (7370)

akta.pro primary industry

End-to-End Enterprise AI Platforms (MLOps & Model Lifecycle Management) (HDAEANAA)

akta.pro secondary industries

Model Serving, Inference & Deployment Platforms (APIs, Edge/On-Prem) (HDAEANAC), Model Deployment, Serving & Inference Platforms (HDAAABAF), Enterprise Foundation Model Integration & APIs (Connectors, Governance, Deployment) (HDAAACAO), AI Observability, Monitoring & Evaluation Platforms (Drift, Quality, Safety) (HDAEANAF)

Keywords

• Enterprise AI platform
• Generative AI agents
• Automated machine learning
• Sovereign AI deployment
• Openweight language models

GTM type

B2B

Offering type

Software

Cost components

Technology or R&D, Personnel, Marketing or Sales, Infrastructure, Operations

Revenue model

1. Enterprise Platform Licenses: Subscription-based licensing of enterprise AI platforms including h2oGPTe, LLM Studio, Driverless AI, and MLOps for deployment in enterprise environments.
2. Professional Services: Tailored enterprise support and implementation services through expert consultation.
3. Open Source Community: H2O-3 open-source platform creating community ecosystem that drives enterprise adoption and land-and-expand revenue opportunities.

Go-to-market motion1 record

Distribution channels2 records

Marketing channels9 records

Core offering

H2O.ai provides an enterprise AI platform that converges generative and predictive AI for use on private, protected data. The product suite includes the h2oGPTe GenAI agent platform, H2O LLM Studio for fine-tuning, H2O Driverless AI for AutoML, H2O Hydrogen Torch for deep learning, open-source language and vision-language models (H2O Danube3, H2OVL Mississippi), a TabH2O tabular foundation model, and supporting tools for MLOps, feature engineering, and labeling, all designed to run in air-gapped, on-premises, or cloud VPC deployments for regulated enterprise buyers.

Product overview

H2O.ai offers a comprehensive AI platform combining predictive and generative AI capabilities for enterprise deployment. The platform architecture includes H2O AI Cloud as the overarching platform with make (build), operate (deploy), and manage modules. Core products include h2oGPTe and H2O AI Super Agent for enterprise GenAI agents, H2O Driverless AI for AutoML and predictive analytics, H2O LLM Studio for fine-tuning LLMs/SLMs, and H2O Hydrogen Torch for deep learning. Open-source offerings encompass H2O-3 (distributed ML), Sparkling Water (Spark integration), H2O Danube3 (SLMs), and H2OVL Mississippi (vision-language models). Supporting tools include TabH2O for tabular data, Label Genie for AI-powered labeling, H2O Feature Store for feature engineering, H2O MLOps for model lifecycle management, H2O Wave for low-code app development, and the H2O GenAI App Store for prebuilt industry applications. The platform is designed for air-gapped, on-premises, or cloud VPC deployments with no data sharing or model exfiltration.

Differentiator

Problem solved

Functional benefit

Brands

• h2oGPTe: Enterprise GenAI platform with multi-model support, cost controls, and app integrations for sovereign AI deployment
• H2O LLM Studio
• H2O Driverless AI
• H2O Hydrogen Torch
• H2O Danube3
• H2OVL Mississippi
• TabH2O
• H2O-3
• H2O MLOps
• H2O Wave
• Sparkling Water
• Label Genie
• H2O Feature Store
• H2O AI Cloud
• H2O GenAI App Store
• H2O AI Super Agent

Products and services

• h2oGPTe Secure enterprise GenAI agent platform that converges generative and predictive AI, purpose-built for SLMs and LLMs with multi-model support, cost controls, and app integrations for sovereign AI deployment.
• H2O LLM Studio No-code training and fine-tuning studio for efficient, enterprise-ready LLMs and SLMs.
• H2O Driverless AI AutoML platform that accelerates model development with automatic feature engineering and model explainability for business insights and predictive analytics.
• H2O Hydrogen Torch No-code deep learning platform for training image, text, and time-series models with prebuilt templates.
• H2O Danube3 Lightweight, offline-capable openweight small language models (SLMs) for deployment in restricted environments.
• H2OVL Mississippi Openweight vision-language models for OCR and Document AI with multimodal capabilities.
• TabH2O Foundation model for tabular data that enables CSV input with predictions returned without model training, infrastructure, or data storage.
• H2O-3 Distributed open-source machine learning platform for Python, R, and Spark.
• Sparkling Water Integration that combines H2O's machine learning capabilities with Apache Spark.
• H2O MLOps Model deployment and monitoring platform for managing the full ML lifecycle from training to production.
• H2O GenAI App Store Prebuilt AI applications providing ready-to-use apps for industry-specific GenAI use cases.
• H2O Wave Low-code application framework for building custom AI apps with Python and minimal code.

Quantifiable outcome

• 70% reduction in scam losses for Commonwealth Bank of Australia
• +4 more outcomes

Named customers20 records

Segments4 records

Ideal customer profiles4 records

Technology focussed Yes

API detail

Has API

No

API docs

API detail

Core technology

AI maturity

App detail

Integration6 records

AI capability13 records

Feature14 records

Partnerships

Five partnerships are on record, tiered core.

• Dell TechnologiescoreTechnology or IntegrationStrategic technology partnership enabling joint go-to-market for enterprise AI solutions. Dell partnership page available for customers to find Dell-verified H2O.ai solutions.
• NvidiacoreTechnology or IntegrationTechnology partnership providing GPU-accelerated AI capabilities. Nvidia partnership enables optimized performance for H2O.ai's AI platforms.
• AWScoreTechnology or IntegrationCloud partnership enabling deployment of H2O.ai solutions on Amazon Web Services infrastructure with integration and verification.
• Microsoft AzurecoreTechnology or IntegrationCloud partnership enabling Azure-based deployments of H2O.ai enterprise AI platforms.
• Google CloudcoreTechnology or IntegrationCloud partnership enabling Google Cloud-based deployment options for H2O.ai solutions.

Scale indicators8 records

Recent moves6 records

Expansion highlights6 records

Market position

Competitive moat6 records

Key highlights7 records

Customer concentration

• Xx.com/h2oai
• GitHubgithub.com/h2oai
• YouTubeyoutube.com/user/0xdata
• LinkedInlinkedin.com/company/h2oai

Revenue estimate

Valuation estimate

Number of profiles

Funding overview

Funding rounds

Investors

Funding detail is available on the Subscription and Enterprise plan.Contact sales →

M&A

Investments

M&A and investment is available on the Subscription and Enterprise plan.Contact sales →

Frequently asked questions about h20.ai