H2O.ai

What is H2O.ai?

H2O.ai is an AI company whose products span open-source machine learning (H2O-3), automated machine learning (Driverless AI) and enterprise generative AI (h2oGPTe and the H2O AI Super Agent). Its platform targets regulated industries that need on-premises or air-gapped deployment.

Key capabilities of H2O.ai

• H2O-3: Apache-licensed open-source ML framework for Python and R
• Driverless AI: AutoML with automatic feature engineering and explainability
• H2O LLM Studio: no-code fine-tuning of language models
• Enterprise h2oGPTe: secure generative AI for regulated industries
• Hydrogen Torch: template-based deep learning for images, text and time series
• Feature Store: shared repository of reusable features

How H2O.ai works

Data teams use H2O-3 or Driverless AI to build and explain predictive models, and LLM Studio to fine-tune language models without code. h2oGPTe and the H2O AI Super Agent add multi-model generative AI with cost controls and app integrations. H2O.ai states deployments carry no data sharing and no model exfiltration.

Who uses H2O.ai?

Data scientists, banks, telecoms and other regulated enterprises use it. H2O.ai cites Commonwealth Bank of Australia cutting fraud losses by 70% and AT&T reporting 2X ROI in free cash flow from h2oGPTe.

H2O.ai pricing

H2O-3 is free and open source under the Apache license. Driverless AI, h2oGPTe and the Super Agent are enterprise products, and the vendor site lists no prices, so cost is set by quote.

H2O.ai alternatives

Alternatives include DataRobot for enterprise AutoML, Dataiku for collaborative data science, Alteryx for analytics workflows, Altair RapidMiner for visual ML, and Tellius for conversational analytics.