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Tech riderRev. 21 Sept 2026

H2O.ai

Ch 196.6of 32 Data Science Platforms
  1. 1Runs onAPI, iOS, self-hosted, Web
  2. 2CostsNot stated by the maker
  3. 3File importsARFF, AVRO, BIN, BMP, BZ2, CSV, DAT, Feather, GIF, GZ, JAY, JPEG, JPG, JSON, ORC, Parquet, PKL, PNG, TGZ, TSV, TXT, XLS, XLSX, XZ, ZIP
  4. 4SQL connectionsYes
  5. 5Natural-language queriesYes
  6. 6AI visualizationsYes
  7. 7Export formatsCSV, Parquet
  8. 8Team collaborationYes
7 lines stated Written from the maker's own pages: h2o.ai
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The H2O.ai homepage

Overview

H2O.ai is ranked #19 of 32 in data science platforms on Specifiction. It runs on API, iOS, Self-hosted, Web.

Compared on data science platforms

File imports
ARFF, AVRO, BIN, BMP, BZ2, CSV, DAT, Feather, GIF, GZ, JAY, JPEG, JPG, JSON, ORC, Parquet, PKL, PNG, TGZ, TSV, TXT, XLS, XLSX, XZ, ZIPh2o.ai
SQL connections
Yesh2o.ai
Natural-language queries
Yesh2o.ai
AI visualizations
Yesh2o.ai
Export formats
CSV, Parqueth2o.ai
Team collaboration
Yesh2o.ai

Facts

AI platform
H2O.ai offers products for generative AI, predictive AI, machine learning operations, and AI app development.h2o.ai · 4 Oct 2026
Enterprise AI
H2O AI Cloud combines automated machine learning and no-code deep learning engines.h2o.ai · 4 Oct 2026
Deployment options
H2O AI Cloud is available as H2O.ai managed cloud or self-hosted in a private cloud or on-premises.h2o.ai · 4 Oct 2026
Agent platform
h2oGPTe combines generative AI and predictive AI and offers air-gapped and on-premises deployment options.h2o.ai · 4 Oct 2026
Agent capabilities
h2oGPTe lists multimodal, code assistant, agentic AI, citation RAG, guardrails, and model routing features.h2o.ai · 4 Oct 2026
Private data
h2oGPTe supports grounded responses from private document repositories, knowledge bases, and databases.h2o.ai · 4 Oct 2026
Model tuning
H2O LLM Studio provides a no-code framework for fine-tuning custom language models for enterprise applications.h2o.ai · 4 Oct 2026
Open source
H2O-3 OSS is described as an Apache-licensed machine learning platform for Python and R.h2o.ai · 4 Oct 2026
Security
H2O.ai’s security page says its platform protects data, access, and infrastructure and provides a Trust Center for security documentation access requests.h2o.ai · 4 Oct 2026
Compliance
The H2O AI Cloud page states that H2O.ai achieved SOC 2 Type 2 and HIPAA/HITECH reports with unqualified status.h2o.ai · 4 Oct 2026
Support
H2O.ai offers a support portal and invites customers to connect with experts for tailored enterprise support.h2o.ai · 4 Oct 2026
Integrations
H2O.ai describes h2oGPTe as supporting app integrations, but the page does not name the integrated apps.h2o.ai · 4 Oct 2026
Who it serves
H2O.ai says its H2O AI Cloud serves businesses, government entities, nonprofits, and academic institutions.h2o.ai · 4 Oct 2026
Company history
H2O.ai says it began as a group from the open-source community and has since become a global company.h2o.ai · 4 Oct 2026
Product
H2O AI Cloud is an end-to-end platform for creating, deploying, monitoring, and sharing AI models and applications.docs.h2o.ai · 5 Oct 2026
AutoML
Its automated machine learning supports feature engineering, validation, model selection, and tuning.docs.h2o.ai · 5 Oct 2026
Generative AI
Paid subscription components include h2oGPTe for querying document collections, Document AI for processing unstructured documents, and Eval Studio for testing RAG and LLM models.docs.h2o.ai · 5 Oct 2026
App development
H2O Wave is an open-source Python framework for building interactive AI applications within H2O AI Cloud.docs.h2o.ai · 5 Oct 2026
Model operations
H2O MLOps supports model validation and performance monitoring after models are created.docs.h2o.ai · 5 Oct 2026
Deployment
H2O AI Cloud is available as H2O.ai-managed cloud or as a self-hosted deployment in a private cloud or on-premises.h2o.ai · 5 Oct 2026
Supported infrastructure
The platform lists support for Google Cloud Platform, Amazon Web Services, Microsoft Azure, and on-premises environments.h2o.ai · 5 Oct 2026
Open-source offerings
H2O Wave, H2O, and Sparkling Water are listed as Apache License 2.0 software on the downloads page.h2o.ai · 5 Oct 2026
Audience
H2O.ai describes H2O AI Cloud as serving businesses, government entities, nonprofits, and academic institutions.h2o.ai · 5 Oct 2026

Company

Founded
2012h2o.ai · 28 Sept 2026
Headquarters
Mountain View, California, United Statesh2o.ai · 28 Sept 2026

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