Robotics AI fails at the boundary between simulation and the physical world. We design production-grade vision, manipulation, and coordination systems for cobot integrators, AMR vendors, and ROS 2 shops — deployed on-robot with no cloud dependency, built to ISO 10218 and ISO TS 15066 cobot safety requirements. Auralink's distributed-agent resource-arbitration architecture (arXiv 2603.08736) provides directly transferable primitives for multi-robot coordination.
We bridge the sim-to-real gap for robotics teams — redesigning perception pipelines for physical-world conditions, deploying SLAM and vision-language-action models on edge hardware, and building the distributed-agent coordination layer that keeps multi-robot fleets from deadlocking. We work to ISO 10218, ISO TS 15066, and IEC 61508 where the application requires functional-safety assurance.
Based on common industry needs
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