We collect, structure, and validate the data that powers embodied AI and intelligent automation — in the environments where the work actually happens.
Real-venue, real-task data for robots that must operate in the physical world. Wearable capture, teleoperation and scene data programs run end-to-end — from venue partnership to delivery.
Specialist capture for high-barrier occupations — the professional skills, judgment and workflows that generic crowdsourcing can't reach. We recruit practitioners, not passers-by.
Structured labeling and multi-pass quality inspection under one standardized pipeline — so every dataset ships with traceable provenance and audit-grade acceptance.
A capture network rooted across Southeast Asia's five major markets — venue by venue, scenario by scenario.
Not a slogan — a discipline built into every meticulous step.
Venue partnerships that open doors most teams can't: advanced manufacturing, chain operations, high-end service environments. Real settings and real robot-action data — captured where the work actually happens.
Vetted, trained teams — managed to high precision with our own AI agents, SaaS tooling and standardized SOPs. Daily operations run on systems, not spreadsheets, with strict data security throughout.
Production and processing are governed by people who genuinely understand the technology — specialists deep enough to define acceptance criteria, catch what generic QC misses, and stand behind every batch.
Tell us about your scenario — we'll design the capture, the process, and the quality gate.