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.

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.