Global robotics data solutions

The #1 go-to for robotics data solutions.

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.

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Hrs raw data / month
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Hrs annotated / month
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Countries · 4 continents
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Scene categories · 100s of scenes
Trusted by top-tier robotics & AI teams worldwide · client names confidential under NDA
Humanoid & embodied-AI companies Frontier AI labs VLA / world-model teams North America · Asia · Europe
Why Cervo

Five reasons teams make us their data partner.

From the first sample set to production scale, the whole data supply chain sits in one place.

/ 01Robotics Training Data

The real-world data that teaches robots to work.

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.

Monthly capture throughput
0hrs / mo Raw demonstration data we capture at our own and partner sites
0 hours of annotated data we deliver every month, labeled to your schema
Capture fleet
iPhone GoPro DJI Custom rigs Our own stereo device
STEREO · 60 FPS
Binocular stereo capture. Synchronized RGB-D from real work scenes.
Where the data comes from

Factories & industrial

Garment & sewing · electronics · pharma · toys · wood · cosmetics · packaging
Sample scenes

Home & housekeeping

Housework · cleaning · daily manipulation · dedicated capture base
Sample scenes

Restaurants, coffee & F&B

Prep & cooking · baking · plating · full coffee & bubble-tea workflows
Sample scenes

Retail & supermarkets

Shelving · sorting · weighing & pricing · receiving · inventory
Sample scenes

Logistics & cold chain

Sorting lines · packing · parcel stations · cold-chain storage
Sample scenes

Hotels & hospitality

Housekeeping · cleaning · front desk · room service
Sample scenes

Healthcare & eldercare

Nursing & caregiving · eldercare · pharmacies & TCM decoction
Sample scenes

Agriculture & outdoors

Picking · sorting · field work · fish & livestock farming
Sample scenes
13 scene categories · hundreds of sub-scenes. Also auto repair, local services and vocational training labs. Tell us the scene you need — we send a sample set and plan a capture to your schema.
/ 02Global Coverage

One network. 12+ countries. Four continents.

Local collection teams recruited, trained and managed by Cervo — one contract, one QA standard, wherever the data comes from.

China · Deepest coverage

Nationwide

All 13 scene categories

Factories, homes, retail, restaurants, logistics, hotels, healthcare and agriculture — plus a dedicated capture base and 100+ enterprise scene partners.

Africa

Kenya · Ethiopia

Residential + light manufacturing

Home scenes at scale, with light-manufacturing sites alongside.

South & Southeast Asia

Malaysia · Indonesia · Vietnam · India · Philippines

Residential + commercial

Home-first collection with commercial scenes alongside. Pakistan program in planning.

Latin America

Peru · Mexico · Colombia · Argentina

Residential + commercial

Local field teams running home and commercial captures, managed centrally.

/ 03Our Own Hardware

The stereo capture device we build our data on.

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.

Head-worn wide-FOV stereo RGB camera with IMU on an adjustable headband
Head-worn stereo camera · shipped as a matched, factory-calibrated set
  • Stereo + IMU hardware-synced at the frame boundary
  • 4000 × 1200 @ 60 fps, global shutter on both eyes
  • Up to 12 h field recording with touchscreen recorder box
  • Optional RSA + AES on-device encryption
Camera typePassive stereo RGB · dual global-shutter sensors
Resolution4000 × 1200 @ 60 fps (2000 × 1200 per eye)
Field of viewHFOV 130° · VFOV 90°, low distortion
IMU6-axis · 200 Hz · hardware frame-level sync
CalibrationFactory: intrinsics, stereo & IMU extrinsics, written to meta.json
InterfaceUSB-C · USB 3.0+ (5 Gbps) · bus-powered
Recorder8-core RK3588 · 6 TOPS NPU · built-in touchscreen
Storage128 GB eMMC + 512 GB NVMe, expandable
RecordingUp to 12 h continuous · auto 60-min segments
Battery & wireless2× 5000 mAh (~37 Wh) · dual-band Wi-Fi + BT cloud upload
Data outputsL/R MKV · IMU CSV @ 200 Hz · ns timestamp index · metadata JSON
SecurityOptional RSA + AES on-device encryption, customer-held key
The fleet also runs iPhone, GoPro, DJI and custom rigs — matched to each scene's requirements.
/ 04Beyond Collection

Cleaning, labeling and hardware — under one roof.

Data collection is the core. Around it we run an annotation pipeline and a hardware sourcing desk, so one partner covers the whole chain.

AnnotationEgocentric first-person capture frame used for annotation

Data cleaning & labeling

Automation-first annotation pipeline

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.

Subtask captionsHand skeletonsTo your schema
SourcingRobotics hardware: joint actuator, stereo camera module and sensor glove

Hardware sourcing

Vetted makers, confidential suppliers

Actuators, cameras, capture rigs and data gloves from vetted makers — specs matched to your budget, with pricing and lead time back within days.

Vetted makersSpec-matchedSupplier confidential
How it works

From your scene list to scale, in four steps.

01

Tell us the need

The scenes, countries, devices and schema you need — or just the model you're training.

02

Sample set in days

We send existing samples from our library, or run a quick capture to your spec.

03

Pilot batch

A pilot dataset, cleaned and labeled to your schema, so you can validate quality end to end.

04

Scale globally

Up to 500K hrs/month across 12+ countries, with QA and delivery from one accountable partner.

FAQ

Frequently asked questions.

What does Cervo Technology do?

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.

How much robotics training data can Cervo deliver per month?

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.

Which countries does Cervo collect data in?

China nationwide, plus Kenya, Ethiopia, Malaysia, Indonesia, Vietnam, India, the Philippines, Peru, Mexico, Colombia and Argentina — with a Pakistan program in planning.

What devices does Cervo use for data collection?

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.

Is Cervo Technology a robot manufacturer?

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.

Start a project

Tell us what you're building.

Data, labeling or hardware? Send a short note. We reply within 24 hours with samples and pricing.

Request samples & pricing

No sales pitch. A direct reply from our team within 24 hours.

Training data Data labeling Hardware Everything