New foundation model for tabular data enables enterprises to generate instant predictions with no training, tuning, or infrastructure management
H2O.ai, the leading Enterprise AI Platform for Predictive AI, Generative AI, Agentic AI, Observability AI, and Governed AI, all orchestrated through the H2O Super Agent™ — announced the launch of tabH2O, its breakthrough foundation model for tabular data, at Dell Technologies World 2026.
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Purpose-built for enterprise-scale structured data, tabH2O enables organizations to generate high-accuracy predictions instantly from tabular datasets using a single API call — eliminating the need for traditional model training, feature engineering, infrastructure management, or persistent data storage.
H2O.ai is validated and pre-integrated into Dell AI Factory for ease of scale and deployment. This offering demonstrates H2O.ai’s strategic integration on the Dell AI Factory with NVIDIA, enabling enterprises to deploy Sovereign AI securely across on-premises, private cloud, hybrid, and air-gapped environments. Together, Dell Technologies, NVIDIA, and H2O.ai are helping organizations operationalize production-grade AI for mission-critical use cases, including fraud detection, cybersecurity, customer intelligence, risk management, financial forecasting, and operational optimization.
As enterprises race to industrialize AI, H2O.ai delivers a secure, governed, and production-ready platform that gives organizations complete control over their models, data, infrastructure, and outcomes without requiring disruptive rip-and-replace architectures.
Built for highly regulated industries such as financial services, telecommunications, healthcare, energy, and government, the H2O Enterprise AI Platform supports enterprise-grade retrieval-augmented generation (RAG), agentic workflows, observability, governance, and sovereign deployment architectures designed to meet the world’s most demanding compliance, security, and data residency requirements.
Introducing tabH2O: Foundation Models for Structured Enterprise Data
TabH2O represents a major advancement in enterprise AI by bringing foundation model capabilities to tabular data, the dominant data type in most enterprises.
With tabH2O, organizations can:
- Send tabular datasets through a simple API call and receive predictions instantly
- Eliminate lengthy model development and infrastructure provisioning cycles
- Accelerate AI deployment across thousands of enterprise use cases
- Maintain full enterprise control with no customer data retained or stored
- Deploy securely across sovereign, hybrid, or air-gapped environments
TabH2O dramatically reduces the complexity, cost, and time required to operationalize predictive AI at enterprise scale.
“Dell AI Factory with NVIDIA and H2O.ai’s predictive and agentic AI capabilities unlock tremendous value for enterprise customers by combining world-class infrastructure with state-of-the-art AI innovation,” said Sri Ambati, Founder and CEO of H2O.ai. “With H2O.ai, enterprises can deploy Sovereign AI that is secure, production-ready, and fully under customer control. Organizations can now build and operationalize predictive, generative, and agentic AI systems faster, more accurately, and with greater governance than ever before. We are also proud to announce that H2O.ai has achieved FedRAMP® High authorization, further validating our commitment to the world’s most security-conscious organizations.”
The H2O Enterprise AI Platform integrates seamlessly into the Dell AI Factory ecosystem, enabling enterprises to distill, fine-tune, govern, and operationalize AI models securely on infrastructure they own and trust. By combining Dell’s enterprise-scale AI infrastructure with H2O.ai’s advanced predictive and agentic AI capabilities, organizations can confidently deploy AI copilots, intelligent assistants, autonomous workflows, and real-time decision systems in production.
Experience H2O.ai at Dell Technologies World 2026
Attendees can visit H2O.ai at Booth #209 to experience live demonstrations of enterprise AI agents and production-ready AI systems built for real-world business operations.
Demonstrations will showcase how organizations are using H2O.ai to deploy predictive, generative, and agentic AI systems securely in production while maintaining enterprise-grade governance, explainability, observability, and compliance.
This year, H2O.ai achieved the #1 ranking multiple times on the FutureX Leaderboard, a benchmark focused on future prediction, reasoning, and real-world AI execution. H2O.ai’s h2oGPTe outperformed models from OpenAI, Google, xAI, and others across complex enterprise reasoning and retrieval tasks, reinforcing the company’s leadership in enterprise agentic AI and multimodal intelligence.
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