Model
Frontier or open weights — compressed, quantized and tuned to your task and your hardware.
The gap
The model was the easy part.
A working prototype isn't a product. Between a promising model and a system your business can trust sits latency, cost, orchestration, evaluation, and the operational weight of running agents in the real world. That gap is where most AI stalls — and it's exactly what we close.
Infrastructure
Edge, GPU and cloud serving with the routing, caching and MLOps to run it reliably.
Agents
Planning, tools and memory wired into autonomous systems that take real action.
Outcome
Measurable results in production — lower cost, faster response, work that ships itself.