From our own production bases, we run the full pipeline from capture and annotation to governed delivery, starting from real scenes — working alongside you to make embodied-data work more efficient and to shape data assets that truly fit your business.
Four core strengths guarantee high-quality delivery across the entire data lifecycle.
6 self-owned production bases and hardware lines, with professional rigs spanning mono (GoPro 13+), stereo, 6-eye and 8-eye setups — compatible with PICO 4 Ultra, UMI and other mainstream devices, for real-scene capture with stable, controllable supply.
A closed loop of capture–annotation–review–governance with three-level QC (AI pre-check, manual sampling, expert re-inspection), keeping delivery pass rates stable above 90%.
Eight scenario domains, 100+ standardized task types, and 10,000+ hours of ready high-quality stock data.
Strategic partnerships with leading universities and research institutes, and deep collaboration with top algorithm companies and robot manufacturers — an integrated innovation ecosystem.
Off-the-shelf datasets publicly listed — scenarios, tasks and stock scale all transparent, with sample requests and custom ratios supported.
Small-batch pilot delivery under the same standards as formal batches; once acceptance criteria align, we scale in agreed batches with QC reports attached.
Own lines and partner sites cover five scenario families — real environments, standard processes, fast adaptation.
FOwn lines; assembly, cutting and grinding at high precision
COwn workshop; precision soldering and unit testing
RBroad partner network; restocking, shelving, packing
LProfessional partner sites; sorting, packing, QC
HReal home environments; cleaning, tidying, companionship
Defining what "training-worthy" data means — from the source.
All tasks run on a fixed workbench — concentrated motions with no wasted movement, ensuring a consistent foundation.
Varying tablecloths, materials and backdrops enriches scene variables and improves cross-environment generalization.
Every action produces a visible state change — no meaningless staging, real training value.
Each rig deploys 4–5 professional cameras forming a stereo capture network — full spatial coverage with no blind spots, restoring complete spatial detail.
Dangerous operations, violations and privacy/copyright-sensitive actions are explicitly prohibited at the source — compliant and controllable.
From standardized services to deep custom R&D.
On-demand multimodal collection across speech, image and text, with real, diverse scenes.
A full closed loop from raw capture and cleaning to professional annotation, with strict QA.
10,000+ annotated hours across industries and languages — buy and use immediately.
Co-define data tasks and technical solutions for your specific pain points, from research to deployment.
Share your needs; we assess and propose solutions with detailed quotes.
3–5 business daysConfirm deliverable specs, schedule and commercial terms; sign the agreement.
3–5 business daysSmall-scale pilot capture and delivery for acceptance validation.
PilotScale up with scheduled batch deliveries of data and QC reports.
Per contractIterate service flows and delivery quality as needs evolve.
Full lifecycleWhether you need stock datasets or targeted collection, we are ready for the next leg.
