Research

If you can't collect it, generate it — from what you can measure. We anchor a Unity digital twin to real measurements so that physics, rendering, sensor simulation and ground-truth labels share one simulation clock.

The data we actually need — a worker approaching a robot, partly occluded, crossing a safety zone — barely exists in public form. We build it: a real-world reference benchmark and a calibrated pipeline that generates proximity and pose ground truth.

We built the twin. It still didn't match. Residual gaps — the camera, and the ground truth — are found and closed one by one: Ground, Calibrate, Generate.

Digital twins for logistics, foundry and EV assembly lines — a fuller portfolio will follow here.