
Data cleaning & labeling
Cleaning and QC, video segmentation with bilingual subtask captions, 5-finger hand-skeleton labeling, multi-person hand attribution and stereo depth — delivered to your schema.
Cervo Technology collects, cleans and labels the real-world data that trains robots — 500,000 hours a month, in 12+ countries across 4 continents, in environments most teams can’t reach.
Captured with iPhone, GoPro, DJI and custom rigs. Raw or annotated, to your schema.
Our own device
Wide-FOV, global-shutter stereo RGB + IMU. Built for egocentric robot learning.
From the first sample set to production scale, the whole data supply chain sits in one place.
From pilot to 500,000 hours a month. Proven recruiting and ops playbooks stand up new collection teams in weeks, not quarters.
02 DiversityHealthcare and eldercare, pharmacies, agriculture, cold-chain logistics, auto repair, factories, homes — 13 scene categories, hundreds of sub-scenes.
03 ReachChina nationwide, plus local collection teams across Africa, South & Southeast Asia and Latin America.
04 HardwareA wide-FOV, global-shutter stereo RGB + IMU system, factory-calibrated with one-tap cloud upload — plus iPhone, GoPro and DJI fleets.
05 PipelineCleaning, segmentation, subtask captioning, hand-skeleton labeling and multi-person hand attribution — delivered to your schema.
Trained collectors capture with iPhone, GoPro, DJI and our own stereo device — in the messy, real environments that lab data can't reproduce, backed by 100+ enterprise scene partners.
Local collection teams recruited, trained and managed by Cervo — one contract, one QA standard, wherever the data comes from.
Factories, homes, retail, restaurants, logistics, hotels, healthcare and agriculture — plus a dedicated capture base and 100+ enterprise scene partners.
Home scenes at scale, with light-manufacturing sites alongside.
Home-first collection with commercial scenes alongside. Pakistan program in planning.
Local field teams running home and commercial captures, managed centrally.
When a project needs stereo, we deploy our own wide-FOV, global-shutter stereo RGB + IMU system — factory-calibrated, with a belt-worn recorder and one-tap cloud upload. Sample data available on request.
| Camera type | Passive stereo RGB · dual global-shutter sensors |
|---|---|
| Resolution | 4000 × 1200 @ 60 fps (2000 × 1200 per eye) |
| Field of view | HFOV 130° · VFOV 90°, low distortion |
| IMU | 6-axis · 200 Hz · hardware frame-level sync |
| Calibration | Factory: intrinsics, stereo & IMU extrinsics, written to meta.json |
| Interface | USB-C · USB 3.0+ (5 Gbps) · bus-powered |
| Recorder | 8-core RK3588 · 6 TOPS NPU · built-in touchscreen |
| Storage | 128 GB eMMC + 512 GB NVMe, expandable |
| Recording | Up to 12 h continuous · auto 60-min segments |
| Battery & wireless | 2× 5000 mAh (~37 Wh) · dual-band Wi-Fi + BT cloud upload |
| Data outputs | L/R MKV · IMU CSV @ 200 Hz · ns timestamp index · metadata JSON |
| Security | Optional RSA + AES on-device encryption, customer-held key |
Data collection is the core. Around it we run an annotation pipeline and a hardware sourcing desk, so one partner covers the whole chain.

Cleaning and QC, video segmentation with bilingual subtask captions, 5-finger hand-skeleton labeling, multi-person hand attribution and stereo depth — delivered to your schema.

Actuators, cameras, capture rigs and data gloves from vetted makers — specs matched to your budget, with pricing and lead time back within days.
The scenes, countries, devices and schema you need — or just the model you're training.
We send existing samples from our library, or run a quick capture to your spec.
A pilot dataset, cleaned and labeled to your schema, so you can validate quality end to end.
Up to 500K hrs/month across 12+ countries, with QA and delivery from one accountable partner.
Cervo Technology is a robotics data company. We collect, clean and label real-world training data for embodied-AI and robotics teams, and source capture hardware as a secondary service.
Around 500,000 hours of raw and 100,000 hours of annotated demonstration data per month, across 13 scene categories including factories, homes, retail, restaurants, logistics, hotels, healthcare and agriculture.
China nationwide, plus Kenya, Ethiopia, Malaysia, Indonesia, Vietnam, India, the Philippines, Peru, Mexico, Colombia and Argentina — with a Pakistan program in planning.
iPhone, GoPro and DJI cameras, custom rigs, and our own head-worn stereo capture device — a wide-FOV, global-shutter stereo RGB camera (4000 × 1200 @ 60 fps) with a hardware-synced 200 Hz IMU.
No. Cervo Technology is a data-collection and data-production company: we supply the training data and capture hardware that robot makers and AI labs use to train their models.
Data, labeling or hardware? Send a short note. We reply within 24 hours with samples and pricing.
No sales pitch. A direct reply from our team within 24 hours.