Runtime Infrastructure Research
The intelligence in AI
shouldn't stop at
the model.
We are building the intelligence layer that makes AI systems cheaper to run at scale.
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What we're working on
Stop recomputing LLM work
Most LLM systems recompute identical work because they can't prove reuse is safe. We're building infrastructure that can prove it, turning reuse from a correctness risk into a deliberate decision.
Routing is the new runtime
Execution today defaults to the cloud, even though cost and latency vary per request. We're building systems that decide where computation should run at request time, choosing between on-device, edge, or cloud based on what each request actually needs.