Engineering AI for Regulated Industries
Surfside exists at the break — where the open frontier meets sovereign ground.
What We Do
Surfside AI builds AI systems for environments where data can't leave the building — healthcare, regulated finance, and other domains with sovereign-data constraints.
We're not a consultancy. We ship products. Each system we build is engineered from the model layer up, running on NVIDIA hardware we operate, deployed inside the customer's perimeter.
Fountain Valley, California
How We Work
Our products and our research feed each other. The research team works on the substrate beneath what we ship: cognitive architecture for long-running agents, optimization techniques for foundation models, and orchestration frameworks for autonomous swarms.
The research informs the products. The products fund the research.
Who We Are
A small engineering team in Fountain Valley, California.
Our infrastructure is validated on NVIDIA H100, H200, and Blackwell-class accelerators. Cluster sizing is based on workload profile — context length, batch size, latency target, requests per second.