Most teams deploying LLMs in production face the same three failure modes: overpaying frontier models for trivial tasks, routing latency bleeding into TTFT on real-time pipelines, 

Cofounder & CEO of oneinfer.ai, Building openbandwidth the next frontier for accessing AI

On-device first, cloud when it counts. oneinfer-edge routes every request to where it runs best.

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