Question 1

What does sovereign AI mean at H2O?

Accepted Answer

Operational control: seeing your AI, governing it, and absorbing upstream shocks such as a model vendor changing terms or access. The test is a court order arriving at your cloud provider. A vendor with a procedural commitment says 'we will never share'; a vendor with a technical commitment says 'we do not hold the keys'. H2O builds for the technical answer.

Question 2

Why choose H2O over a hyperscaler AI stack?

Accepted Answer

Hyperscaler AI is native to one cloud, which is another word for locked in. The H2O Sovereign AI Platform runs on-premises, air-gapped, in a private cloud, or in any public cloud, and routes hyperscaler models too. You keep your data platform; H2O sits above it.

Question 3

Why choose H2O over an LLM-only vendor?

Accepted Answer

LLM-only vendors provide models, embeddings, and retrieval. H2O adds more than a decade of explainable predictive AI, MLOps monitoring, model risk management for agents, and open-weight models, on one platform with one audit trail. H2O AI Cloud for Government is also FedRAMP Certified at Class D (High).

Question 4

Who is the H2O platform for?

Accepted Answer

Every persona involved in getting value from AI, on one platform. Expert data scientists and AI engineers keep their notebooks, their libraries, and their control. Citizen data scientists, business analysts, and line-of-business users develop, deploy, and consume the same governed models through an interface built for them, on the same audit trail.

Question 5

What is H2O's Gartner Magic Quadrant position?

Accepted Answer

H2O was named a Visionary in the 2026 Gartner Magic Quadrant for AI Platforms for Data Science and Machine Learning, its fourth consecutive year as a Visionary. It has been named in every edition of this Magic Quadrant since 2017.

Question 6

Is H2O FedRAMP certified, and at what class?

Accepted Answer

Yes. H2O AI Cloud for Government is FedRAMP Certified at Class D (High), effective 2026-05-20. It is the same platform organizations use to run AI on-premises, in a private cloud, or fully air-gapped, so federal-grade certification and self-hosted control come from one platform, not a patchwork.

Question 7

What is the difference between sovereign AI and private AI?

Accepted Answer

Private AI usually means a vendor promises not to train on your data while still hosting it and holding the keys. Sovereign AI means you hold the keys: H2O lets you own the agents, models, data, and results, and run them anywhere from cloud to fully air-gapped, so control does not depend on a vendor's promise.

Question 8

What is the H2O AI Super Agent?

Accepted Answer

The H2O AI Super Agent is an agentic AI system that plans and executes across your tools from a plain-language request. It orchestrates predictive, generative, and agentic AI as one governed platform, with observability across every model, and runs where your data already lives.

H2O: Own your AI. Get value from it.

Is there a problem worth acting on at all?

Why act this quarter, not in eighteen months?

Of everyone who could solve this, why H2O?

Questions people ask before they call us.

Own your AI. See it run on your data.