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Deep Research
The World's Best Deep Research
Sovereign AI for the Enterprise.
Your data. Your environment. Our AI.
Companies powered by H2O.ai
H2O’s flagship SLMs
H2OVL Mississippi SVLM Series
Our newest economical multimodal OCR model developed for Document AI
H2OVL Mississippi-2B, based on H2O Danube2, is trained on 17.3M conversation pairs for high-res image handling.
The .8B model, built on Danube3, leads OCR benchmarks with 19M pairs, outperforming all SLMs in text recognition.
H2O Danube SLM Series
Our most economical small model for fast, lightweight tasks
We trained H2O Danube3 models from scratch on ~100 H100 GPUs using our own curated dataset of 6T tokens. H2O Danube3-4B and .5B open-weight SLMs outperform the latest Apple OpenELM-3B and .5B instruct models.
Perfect for developers who want to fine-tune their own SLMs for offline use cases.
H2O Generative AI in use with customers
H2O Document AI GPTs and Digital Agents in production worldwide
In-Store Sales Assistant
HR & IT Support Agent
Fraud & Scam Detection
RFP Assistant
Procurement GPT
Personalized Pricing
Complaint Summarizer
Distilled SLMs for Call Center Classification
First-ever model risk management for Generative AI
Generative AI is here—but can you audit it? H2O.ai brings Model Risk Management (MRM) to GenAI, combining enterprise-grade model evaluation with h2oGPTe and H2O Model Validation to make AI measurable, explainable, and compliant for banks and financial services.
Automated testing, human-calibrated evaluations, and real-time risk monitoring ensure transparency—boosting compliance, risk management, and user confidence.
Multi-modal Document AI with enterprise scale and security
- Convert Data to JSON
- Document AI
- ProcurementGPT
- Complaint Summarizer
Convert structured data like financial tables to JSON
Get answers from diagrams, flowcharts, web pages, audio files, video files and images.
Intelligent document comparison with ProcurementGPT
ProcurementGPT streamlines document analysis by automatically parsing documents into sections or clauses, then identifying the most similar counterparts across documents—working symmetrically in both directions.
It further breaks down clauses into key requirements, determining where each one is fulfilled and highlighting met and unmet requirements for easy review.
The system leverages the top 10 most similar requirements to assess compliance, with an overlay for quick navigation. Users can also manually select sections for comparison, ensuring flexibility when automated parsing needs refinement.
Summary of complaints and key issues
Provides a high-level summary of the most common complaints, the top issues faced, and recommended actions to address these concerns.
Built for air-gapped, on-premises, private or managed cloud deployments.
Own your data, own your prompts.
Only H2O.ai provides an end-to-end GenAI platform where you can own every part of the stack.
H2O.ai offers a highly flexible solution, that can run fully managed in the cloud, or in hybrid or on-premise and air-gapped environments.
Fully scalable with Kubernetes.
H2O.ai achieves
SOC2 Type 2 +HIPAA/HITECH
Cost control and flexibility
Customers can decide to mix and match from a large choice of over 30 LLMs:
Proprietary LLMs:
GPT-4o, o1, Gemini, Claude, Mistral, etc.
Reliance on third-party provider
No control, no ownership
Token-based pricing, unbounded cost
Open source LLMs:
Llama3, DeepSeek, Qwen2.5, Mixtral, Mistral, H2O Danube, H2OVL Mississippi, any Fine-Tuned OSS model.
Any model from Open-Source ecosystem
Hosted on your own GPU infrastructure
Full control and ownership of models
Fixed hardware cost, most economical choice
Cost savings on H2O.ai Platform. 25x cheaper on query cost.
Serve more users. Better accuracy with up to 100% cheaper on Document Processing.
h2oGPTe is designed to work with any LLM of your choice
Visionary in Gartner Magic Quadrant:
Data Science and Machine Learning 2025
Listed in Gartner Magic Quadrant (Cloud AI Developer Services) in 2020, 2021, 2022, 2023, 2024 and 2025
Listed in Gartner Magic Quadrant (Data Science and Machine Learning) in 2018, 2019, 2020, 2021, 2023, 2024 and 2025
GenAI App Store
As the maker of the world’s best AutoML, H2O.ai is converging Predictive AI with Generative AI, and helping leading global brands save billions of dollars a year with purpose-built AI for hundreds of use cases such as:
Fraud and scam detection
Complaint summarizer
Recommendation engine
KYC, loan application risk
Pricing engines and more
Get your API key
H2O Generative AI can solve a broad spectrum of natural language use cases, including classification, semantic search, paraphrasing, summarization, and content generation.
h2oGPTe is used by companies to build production-ready, scalable and efficient AI-powered applications.
Write custom apps with fully featured Python client APIs
Seamlessly integrate state-of-the-art text, image, and code generation capabilities into your projects
