OpenMesh
The unified platform for agentic inference
Deploy models, route tasks, ground outputs, and evaluate performance in one system
Inference is no longer just model serving
Modern AI workloads do not run well on a single static model or a disconnected stack. Real production systems need deployment, model routing, external grounding, and performance evaluation working together. OpenMesh brings these layers into one platform so teams can run agentic inference with better cost, speed, and reliability.
Four Layers, One System
OpenMesh is built around four core capabilities that turn raw model access into production-grade inference infrastructure
Deploy
Launch and manage inference workloads across supported models and providers.
Route
Route each task to the right model, provider, or workflow based on cost, latency, and quality.
Ground
Connect inference to real-time web search and retrieval when external information is needed.
Evaluate
Measure quality, latency, cost, and grounded performance across every run.
Built for production AI workflows
AI agents
Run task-level inference workflows across models, tools, and grounding layers.
Research systems
Power web-connected agents that retrieve and synthesize live information.
Coding and automation
Route structured tasks to the right models for faster and cheaper execution.
Enterprise workflows
Deploy inference systems with control, observability, and measurable quality.