Freedom251 › Data Science and Machine Learning Platforms
H2O.ai
What H2O.ai is
H2O.ai offers software for generative and predictive AI, machine learning operations, and AI application development. H2O AI Cloud is an end-to-end platform for creating, deploying, monitoring, and sharing models and applications. Its automated machine learning supports feature engineering, validation, model selection, and tuning; H2O MLOps supports model validation and performance monitoring. The portfolio also includes h2oGPTe, which combines generative and predictive AI and can ground responses in private documents, knowledge bases, and databases; H2O LLM Studio for no-code language-model fine-tuning; and H2O Wave, an open-source Python framework for interactive AI apps. H2O-3 is an Apache-licensed machine-learning platform for Python and R. The platform supports SQL connections, natural-language queries, visualizations, team collaboration, and CSV and Parquet exports. H2O AI Cloud is available as managed cloud or self-hosted in private cloud or on-premises environments. H2O.ai was founded in 2012 and is based in Mountain View, California. Pricing is on request, and a free plan is listed.
Who it suits
H2O.ai serves businesses, government entities, nonprofits, and academic institutions. It suits teams building, deploying, or monitoring AI models and applications, including those needing self-hosting options.
What it does well
- Covers generative and predictive AI.
- AutoML supports feature engineering and model tuning.
- Offers managed and self-hosted deployment.
- Supports SQL connections and natural-language queries.
- Lists a free plan.
What to know first
- Pricing is available on request.
- Some generative AI components are paid subscriptions.
- h2oGPTe integrations are not named.
Getting started
- Visit https://h2o.ai/.
- Choose the listed free plan or contact H2O.ai about paid pricing.
- Select H2O.ai-managed cloud or a private-cloud or on-premises deployment for H2O AI Cloud.
- Use the support portal or connect with H2O.ai experts for tailored enterprise support.
Verdict
H2O.ai spans model development, operations, generative AI, and app building, with managed and self-hosted deployment choices. Its listed free plan may be relevant, while pricing for paid offerings requires a request.
Questions
Does H2O.ai have a free plan?
Yes, a free plan is listed. Paid subscription components include h2oGPTe, Document AI and Eval Studio.
How is H2O.ai priced?
Pricing is available on request.
Can H2O AI Cloud be self-hosted?
Yes. It is available as H2O.ai-managed cloud or as a self-hosted deployment in a private cloud or on-premises.
Which open-source products are listed?
H2O Wave, H2O and Sparkling Water are listed as Apache License 2.0 software. H2O-3 is described as an Apache-licensed machine learning platform for Python and R.
Who does H2O.ai serve?
H2O.ai says H2O AI Cloud serves businesses, government entities, nonprofits and academic institutions.
What support does H2O.ai offer?
H2O.ai offers a support portal and invites customers to connect with experts for tailored enterprise support.
Facts from H2O.ai's own pages
- Agent capabilities
- h2oGPTe lists multimodal, code assistant, agentic AI, citation RAG, guardrails, and model routing features. · h2o.ai, 4 Oct 2026
- Agent platform
- h2oGPTe combines generative AI and predictive AI and offers air-gapped and on-premises deployment options. · h2o.ai, 4 Oct 2026
- AI platform
- H2O.ai offers products for generative AI, predictive AI, machine learning operations, and AI app development. · h2o.ai, 4 Oct 2026
- App development
- H2O Wave is an open-source Python framework for building interactive AI applications within H2O AI Cloud. · docs.h2o.ai, 5 Oct 2026
- Audience
- H2O.ai describes H2O AI Cloud as serving businesses, government entities, nonprofits, and academic institutions. · h2o.ai, 5 Oct 2026
- AutoML
- Its automated machine learning supports feature engineering, validation, model selection, and tuning. · docs.h2o.ai, 5 Oct 2026
- Company history
- H2O.ai says it began as a group from the open-source community and has since become a global company. · h2o.ai, 4 Oct 2026
- Compliance
- The H2O AI Cloud page states that H2O.ai achieved SOC 2 Type 2 and HIPAA/HITECH reports with unqualified status. · h2o.ai, 4 Oct 2026
- Deployment
- H2O AI Cloud is available as H2O.ai-managed cloud or as a self-hosted deployment in a private cloud or on-premises. · h2o.ai, 5 Oct 2026
- Deployment options
- H2O AI Cloud is available as H2O.ai managed cloud or self-hosted in a private cloud or on-premises. · h2o.ai, 4 Oct 2026
- Enterprise AI
- H2O AI Cloud combines automated machine learning and no-code deep learning engines. · h2o.ai, 4 Oct 2026
- Founded
- 2012 · h2o.ai, 28 Sept 2026
- Generative AI
- Paid subscription components include h2oGPTe for querying document collections, Document AI for processing unstructured documents, and Eval Studio for testing RAG and LLM models. · docs.h2o.ai, 5 Oct 2026
- Headquarters
- Mountain View, California, United States · h2o.ai, 28 Sept 2026
- Integrations
- The AI App Store shares identity and storage with other H2O AI Hybrid Cloud components and integrates with H2O MLOps and AI Engines. · docs.h2o.ai, 5 Oct 2026
- Model operations
- H2O MLOps supports model validation and performance monitoring after models are created. · docs.h2o.ai, 5 Oct 2026
- Model tuning
- H2O LLM Studio provides a no-code framework for fine-tuning custom language models for enterprise applications. · h2o.ai, 4 Oct 2026
- Open source
- H2O-3 OSS is described as an Apache-licensed machine learning platform for Python and R. · h2o.ai, 4 Oct 2026
- Open-source offerings
- H2O Wave, H2O, and Sparkling Water are listed as Apache License 2.0 software on the downloads page. · h2o.ai, 5 Oct 2026
- Private data
- h2oGPTe supports grounded responses from private document repositories, knowledge bases, and databases. · h2o.ai, 4 Oct 2026
- Product
- H2O AI Cloud is an end-to-end platform for creating, deploying, monitoring, and sharing AI models and applications. · docs.h2o.ai, 5 Oct 2026
- Security
- H2O says it maintains SOC 2 Type II certification and uses encryption at rest and in transit, role-based access controls, monitoring, audits, penetration testing, vulnerability scanning, and code reviews. · h2o.ai, 5 Oct 2026
- Support
- H2O.ai offers a support portal and says customers can connect with its experts for tailored enterprise support. · h2o.ai, 5 Oct 2026
- Supported infrastructure
- The platform lists support for Google Cloud Platform, Amazon Web Services, Microsoft Azure, and on-premises environments. · h2o.ai, 5 Oct 2026
Where H2O.ai stands on Freedom251
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