TorqueFocus is a physics-reasoning foundation model for measuring, inspecting and verifying objects, assemblies and assets in real-world conditions.






TorqueFocus layers physics reasoning on top of installed cameras and machine vision systems, fusing RGB, stereo, thermal, LiDAR, radar, and X-ray. It runs at the edge on NVIDIA Orin, NVIDIA Thor, RTX GPUs, and industrial edge computers.






TorqueFocus reasons about geometry, condition, configuration, and how components fit together, rather than matching a fixed list of defects and viewpoints. That understanding carries across new products, assets, and criteria.
Every inspection is logged, time-stamped, and traceable to part, batch, station, or asset. Audit-ready reporting supports ISO 9001, IATF 16949, and AS9100.
Adapts to new parts, defects, and criteria from tens of examples, carrying understanding across product variants and asset types.
Real-time inference on the line or on the machine itself, independent of connectivity. Available as software or as a rugged, IP-rated perception and reasoning solution.
Tell us what you're running and the workflow you want to crack — we'll deliver a model tuned to your deployment and our team will reach out within one business day.