H2O.ai

H2O.ai builds AI infrastructure that combines predictive and generative AI for sovereign, private data. Their H2O AI Super Agent handles enterprise workloads without exposing sensitive information to public cloud providers—something critical for regulated industries like finance and healthcare.

They work with the world's largest enterprises: Mastercard, Goldman Sachs, Bank of America, Samsung, Workday. The platform includes H2O-3 (their core predictive engine), H2O Driverless AI for automated model building, and enterprise versions of h2oGPTE and LLM Studio for custom AI agents.

They're hiring aggressively in Singapore and Sri Lanka for AI engineers, software engineers, and DevOps roles—a signal that they're expanding engineering capacity in Asia. The founder's mission is clear: democratize machine learning for organizations that need to keep data locked down locally.

They've got open-source roots with thousands of developers using their tools, but they're now doubling down on enterprise AI where the real money is. If you're in Malaysia or Singapore building ML systems, H2O is worth watching because they understand the regulatory constraints of operating in Asia.