H2O.ai

H2O.ai is an AI software company that provides a platform for building, deploying and governing predictive and generative AI on private data. The platform can run in airgapped, on-premises or cloud environments, so data can stay inside the customer's own infrastructure. The company also maintains an open-source machine learning project used by a large developer community.

Services

• H2O AI Cloud: an enterprise platform covering the data science lifecycle, from model building to deployment, monitoring and governance.
• Driverless AI: automated machine learning with automatic feature engineering and model explainability.
• h2oGPTe: a generative AI assistant platform for private data, deployed in secure environments.
• Enterprise LLM Studio: tools to fine-tune and distil small language models using private data.
• TabH2O: a foundation model for tabular data that returns predictions for an uploaded CSV file.

Who it serves

Organisations in regulated industries that need AI on their own data. Its site cites a large Australian bank and a US federal health research agency among its examples.

Key facts

• Deployment: airgapped, on-premises or cloud virtual private cloud
• Recognition: named a Visionary in the 2026 Gartner Magic Quadrant