H2O.ai
Open-source AI/ML platform selling AutoML and agentic AI to regulated enterprises and governments.
On the record
Checkpoint: AT&T Super Agent adoption results and any new priced funding round or recapitalization
The call
H2O.ai has real federal and sovereign AI deals but its last priced valuation is deeply underwater on secondary markets with no new round in five years.
H2O.ai sells software that helps companies build and run AI models, with special tools for banks and government agencies that need secure, locked-down systems. The company has real relationships like a 10-year deal with AT&T and Commonwealth Bank as an investor-customer, which is hard to break. However, bigger competitors like Amazon, Microsoft, Google, and Databricks are building their own AI tools, and general AI systems from OpenAI and others can now do some of what H2O does, which is eating into the reason customers need H2O's specialized product. The real question is whether the company can grow revenue faster than its value is shrinking on the secondary market (where H2O's stock trades at one-eighth its 2021 peak), because if the company needs to raise money at a lower valuation, existing shareholders and employees could lose most or all of their stake regardless of how good the product is.
Why
01
AI pressure: OpenAI, Anthropic, and hyperscaler foundation models. General-purpose models increasingly handle structured-data prediction tasks that used to require H2O.ai's AutoML tools. Could AI do the core job? Only partly.
02
Bigger players: Databricks, Snowflake, Amazon SageMaker, Google Vertex AI, Microsoft Azure ML. Hyperscalers bundle AutoML and ML ops into platforms customers already pay for, squeezing H2O.ai's standalone pitch. Could a giant copy it? Yes, easily.
03
What protects it. FedRAMP High authorization and sovereign/air-gapped deployments give it a niche hyperscalers haven't fully matched yet.
What would change this call
H2O.ai closes a new priced primary funding round in next 12 months. Would show whether investors value it near $1.7B or confirm a down-round/recap.
AT&T or Commonwealth Bank of Australia publicly ends or shrinks its H2O.ai contract. Would show the flagship enterprise lock-in accounts are unwinding.
AWS GovCloud or Azure Government ships a FedRAMP High agentic AI product winning a federal deal H2O.ai pursued. Would show the sovereign/regulated moat is being closed by hyperscalers.
AT&T or Commonwealth Bank of Australia publicly ends or shrinks its H2O.ai contract. Would show the flagship enterprise lock-in accounts are unwinding.
AWS GovCloud or Azure Government ships a FedRAMP High agentic AI product winning a federal deal H2O.ai pursued. Would show the sovereign/regulated moat is being closed by hyperscalers.
Key numbers
- Secondary valuation ~$0.2B, down 88% from $1.7B
- Revenue estimated ~$67.4M
- Headcount 363, up 11% YoY
Named risks
- 88% secondary-market valuation markdown could force a down-round or recapitalization.
- Core AutoML business exposed to commoditization by hyperscaler tools and frontier models.
- No priced primary funding round since November 2021 despite AI-market boom.
- Flat-to-modest headcount growth (Growth Score 10/100 per Crustdata) despite tailwinds.
- Revenue concentration in a small number of large accounts like AT&T and Commonwealth Bank.
Rivals, as read in July 2026
| Rival | Direction | Evidence |
|---|---|---|
| Dataiku | gaining on | Valued at $4.6B in 2021 Series E vs H2O.ai's ~$0.2B secondary estimate as of 2026-07 |
| Amazon SageMaker, Google Vertex AI, Microsoft Azure ML | gaining on | Hyperscaler AutoML compresses H2O.ai's core tabular-prediction market through 2026 |
| DataRobot | contesting | Direct AutoML/agentic-platform rival with ~$1.1B raised, per 2026-04 tracker |
| OpenAI, Anthropic | contesting | Listed as H2O.ai partners but frontier models threaten structured-data prediction niche |
| Databricks, Snowflake | contesting | Data/AI infrastructure incumbents building adjacent AI platform capabilities as of 2026 |
Questions people ask
- Is H2O.ai profitable in 2026?
- H2O.ai does not disclose audited financials. A third-party aggregator (Datanyze) estimates revenue around $67.4 million, undated, with no profitability figures published. The company's last disclosed funding round was $100M at a $1.7B valuation in November 2021, and no fresh primary round has followed as of mid-2026.
- Is H2O.ai's valuation still $1.7 billion?
- That $1.7B figure is from H2O.ai's November 2021 Series E led by Commonwealth Bank of Australia. As of July 2026, secondary-market tracker TrueUp estimated H2O.ai's implied valuation at roughly $0.2 billion, about 88% below the 2021 primary round, with NASDAQ Private Market showing recent share declines near -38%.
- Could AI replace H2O.ai's core product?
- H2O.ai's traditional AutoML/tabular-modeling business faces commoditization as hyperscaler tools (AWS SageMaker, Google Vertex AI, Azure ML) and frontier models expand into structured-data prediction. H2O.ai responded by launching its own tabular foundation model, tabH2O, at Dell Technologies World on May 19, 2026, to preempt that encroachment.
- Who is H2O.ai's biggest competitor?
- Direct AutoML/agentic-platform rivals include DataRobot and Dataiku, the latter valued at $4.6B in its 2021 Series E, far above H2O.ai's current secondary-market estimate of ~$0.2B. Hyperscalers Amazon SageMaker, Google Vertex AI, and Microsoft Azure ML also compress H2O.ai's core AutoML market as of 2026.
- What is H2O.ai's relationship with AT&T?
- AT&T added H2O.ai's 'Super Agent' to power enterprise agentic AI across customer experience, fraud prevention, field operations and automation, announced July 14, 2026, building on a reported 10-plus year relationship and co-development of the H2O AI Feature Store.
- Will H2O.ai go public or raise new funding soon?
- As of July 2026, H2O.ai remains private with no priced primary round since its $100M Series E at $1.7B in November 2021. Shares trade on NASDAQ Private Market, where H2O.ai was down roughly -38% recently, per that platform's July 7, 2026 listing.
Timeline
- 2026-07-15Expanded Forward Deployed AI Lab in Singapore for APAC delivery teams
- 2026-07-14AT&T adopted H2O AI Super Agent for customer experience, fraud, field ops
- 2026-07-07NASDAQ Private Market shows ~-38% recent share price decline
- 2026-06-30TrueUp estimates secondary valuation ~$0.2B, 88% below $1.7B 2021 round
- 2026-05-20Achieved FedRAMP High Authorization for H2O.ai Cloud for Government
- 2026-05-19Launched tabH2O tabular foundation model at Dell Technologies World
- 2026-01-19Signed MOU with Singapore's Certis for AI security and operations
- 2025-11-18Appointed Jason Finney as President and Chief Revenue Officer
- 2025-06-15Ranked #1 in Agentic AI Accuracy in the GAIA Index (vendor-claimed)
- 2021-11-01Closed $100M Series E led by Commonwealth Bank of Australia at $1.7B valuation
Revision history
21 July 2026
First assessed. Losing its protection. The text above is fixed as of this date and is not edited afterwards.
In the same band
Sources
- H2O.ai Raises $100M In Funding Round Led By Australia's Largest Bank
- H2O.ai Partners with Certis to Industrialise and Democratise AI (2026-01-19)
- Company Profile (2026-06-30)
- Sell or Invest in H2O.ai Stock Pre-IPO (2026-07-07)
- Management and Employees List
- H2O.ai - Headcount, Funding & Open Jobs (2026-07-08)
- H2O AI Super Agent is Added by AT&T to Power Enterprise Agentic AI (2026-07-14)
- H2O.ai Appoints Jason Finney as President and Chief Revenue Officer (2025-11-18)
- H2O.ai Achieves FedRAMP High Authorization (2026-05-20)
- H2O.ai Unveils tabH2O, the Industry's Top Enterprise Foundation Model for Tabular Data (2026-05-19)
- H2O.ai Expands Investment in Forward Deployed AI Lab in Singapore (2026-07-15)
- Meet the H2O.ai Leadership Team