H2O.ai Expands Investment in Forward Deployed AI Lab in Singapore

H2O.ai, the sovereign enterprise AI platform spanning predictive, generative, and agentic AI, announced an expanded investment in its Forward Deployed AI Lab in Singapore, growing its in-region team of AI engineers and data scientists, delivery infrastructure, and partner network who work directly with customers to design, build, and deploy production-grade AI across the Asia-Pacific region.

The Lab deepens H2O.ai’s long-standing investment in APAC and reflects a simple conviction: the most valuable enterprise AI is built with customers, partners, and the local ecosystem —  on the ground, where their data, teams, and operational environments live. By expanding forward-deployed talent in Singapore, H2O.ai partners closely with organizations operating under strict data-residency, regulatory, and sovereignty requirements, embedding directly with their teams to close the last, hardest mile from proof-of-concept to deployed, mission-critical AI.

“The last mile of enterprise AI is really 99 miles and customer proximity is the moat. Bringing world-class human and AI talent, our maker spirit, and hands-on expertise closer to customers and local communities helps Singapore and every AI nation think globally, act locally, and maintain sovereign ownership of its AI assets,” said Sri Ambati, CEO and Founder of H2O.ai.

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Forward Deployed Engineering, Built for the Region

Forward Deployed AI Engineering is H2O.ai’s model for embedding specialist AI engineers and data scientists directly inside customer teams, where frontier AI meets real-world deployment, to solve the hardest problems and unlock new value. The Singapore Lab extends this model with locally based talent equipped to support the region’s regulated industries and public-sector organizations, focused on:

• Embedded delivery. Forward-deployed engineers working inside customer environments to take agentic and predictive AI from experimentation to production, at scale.

• Full-stack investment. Dedicated hardware and software infrastructure, a growing network of delivery partners and subject-matter experts, and direct customer input shaping the Lab’s roadmap.

• Sovereign and regulated readiness. Support for in-country, on-premises, and air-gapped deployments that keep data, models, and execution under the customer’s full control.

• Local talent and long-term commitment. A permanent, in-region team invested in growing Singapore’s and APAC’s applied-AI capability.

Built for Sovereign and Regulated Environments

H2O.ai’s platform is designed for enterprise production from the ground up, with embedded risk controls, audit trails, and governance. For regulated and public-sector environments, H2O.ai supports Sovereign AI deployments, including air-gapped and on-premises configurations, allowing organizations to run agentic AI within their own infrastructure while maintaining full control over data, models, and execution. The Forward Deployed AI Lab brings that capability directly to customers’ teams, in-country.

Rooted in Singapore’s AI Ecosystem

The Forward Deployed AI Lab builds on H2O.ai’s established standing with Singapore’s AI institutions. H2O.ai’s Enterprise GenAI suite is accredited under the Infocomm Media Development Authority (IMDA)’s Accreditation programme, an independent validation that supports confident adoption across the public and regulated sectors. H2O.ai is also a member of the AI Verify Foundation, an IMDA subsidiary, contributing benchmarks and code to Project Moonshot, its open-source toolkit for testing and red-teaming large language models. That track record of independently validated, governable AI is the foundation the Lab now brings directly to customers’ teams.

“Enterprises and governments across APAC have been clear: they want AI expertise on the ground, not on a plane, and they want their data to stay home,” said Jamie Lim, VP of Partnerships, APAC at H2O.ai. “The Forward Deployed AI Lab is our commitment to build that capability in Singapore, a local team of engineers and data scientists embedded with our customers for the long term.”

The Singapore Lab builds on H2O.ai’s established regional footprint and years of delivery for leading APAC enterprises and public-sector organizations across financial services, government, and beyond, including deep, on-the-ground engagements in Australia. It reinforces Singapore’s position as a strategic hub for trusted, in-region AI, and H2O.ai’s long-term commitment to building that capability alongside the nation’s own AI ecosystem.