Eight industries, eight definitions of wrong

A missed pedestrian and a mislabelled receipt are not the same failure. Each industry gets its own reviewer profile, gold set and acceptance rule.

Hand tracking, gaze, spatial audio and gesture data for headsets.

Perception, driver monitoring and in-car speech for ADAS and autonomy.

KYC, document automation, fraud labelling and support analytics.

Medical imaging, clinical NLP and consultation transcription.

Shelf recognition, catalogue attributes, visual search and support data.

Person tracking, activity recognition and anomaly data, anonymised first.

Property imagery, floor plans, listing text and agent conversation data.

Call centre speech, network imagery and multilingual support data.

Your industry is not on the list?

Most of what we build is bespoke. If the failure mode is specific enough to describe, it is specific enough to write a gold set for.