OpenMesh
We build the systems layer for agentic inference
Our Mission
OpenMesh exists to make AI inference more adaptive, more reliable, and more useful in production. We believe the next generation of AI systems will not be defined only by stronger models. They will be defined by better systems around those models: how they are deployed, how tasks are routed, when live information is introduced, and how performance is measured over time.
Our goal is to build that layer.
What we believe
Most AI workloads are still treated too simply. A single model is assigned to an entire workflow, even when different steps require different capabilities, cost profiles, and latency targets. In practice, real systems are multi-step, dynamic, and often dependent on external information. They need more than serving. They need orchestration.
We believe the right platform should do four things well. It should make deployment straightforward. It should route work intelligently across models and providers. It should ground outputs when fresh external information is needed. And it should evaluate quality, cost, and reliability continuously. That is the foundation of OpenMesh.
Product-oriented and research-driven
OpenMesh is being built as both a product platform and a research-minded systems company. We care about practical utility, but we also care about the deeper technical questions behind routing, grounded inference, harness engineering, and evaluation. We think the strongest AI infrastructure companies will be the ones that can ship useful products while also advancing the system design principles underneath them.
Work with us
We are building OpenMesh for teams that believe AI infrastructure should do more than expose a model endpoint. It should help orchestrate the entire workflow around inference. That is the company we are building.