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Research ยท October 2026 edition

Robotics Data Collection Companies: Who Sells Robot Training Data, to Whom, and What They Pay

68 companies sell robot, embodied-AI, AV or drone training data, or the human work behind it; 162 facts about them are on record, each linked to its source.

Read the month's story: Robot Training Jobs in October 2026: The Month in Data

Not final yet. The month has ended, yet stragglers in the data may still land up to 3 Nov 2026; after that the edition is locked permanently.

Covers
28 Aug 2024 to 29 Oct 2026
Dated by when each event occurred
Calculated
1 Nov 2026, 06:05 UTC
Settles when locked
Where it comes from
The vendors' own pages and announcements, filings and reporting by major outlets, each linked beside its fact with a verbatim quote kept in the dataset.
Method
Revision 1. Terms defined
CC BY 4.0, citing this report

Each figure here comes as CSV and JSON files, emailed to your work address.

Need robot training data collected? We run the project: teleoperation sessions, first-person video, filmed household tasks or labeled robot video, staffed from the people who apply for this work through us, checked against your standard, starting with a paid pilot.

How we run projects

What the data shows

  1. 1

    Claru is the most documented vendor (6 sourced facts).

    Figure 1
  2. 2

    22 of 68 vendors name at least one robotics customer in public: micro1, Encord, HireArt, RWS and Scale AI and others.

    Figure 1
  3. 3

    19 published pay figures from 16 vendors, from per-minute video capture to hourly annotation.

    Figure 2
  4. 4

    The most recent launch on record: Encord (20 Oct 2026): Encord released EMG-1, an open dataset of more than 300 hours of muscle-signal recordings synchronized with first-person video and optical motion capture, made with Wearable Devices, and launched Encord Data Labs, a research division working on physical AI data.

    Figure 3

Figure 1

The vendors and what each sells for robotics

Which companies sell robot training data or the human work behind it, and what does each offer?

VendorWhat it sellsNamed customersSourced facts
ClaruClaru (company site)Claru, the training-data platform of Reka AI, runs capture infrastructure, enrichment pipelines and an annotation workforce to deliver datasets for robotics and physical AI (egocentric video, robotics trajectories, world-model footage).0Egocentric household tasks capture in Latin America pays a flat 6 US dollars per hour of accepted footage.
micro1TechCrunchBuilding a robotics pre-training dataset by having hundreds of generalists record everyday object interactions in their own homes (as CEO Ali Ansari told TechCrunch).1CEO Ali Ansari posted on X that micro1 pays 50 to 90 US dollars per hour for annotating videos of robots performing tasks.
AlignerrAlignerr (job posting)Alignerr says it partners with leading AI research teams on home robotics, paying Video Research Experts to perform and record everyday household tasks as robot training data.0Alignerr's Video Research Expert (Robotics) postings, which record household tasks for home robots, pay $18 to $24 an hour as remote freelance work.
EncordPR Newswire (Encord)Encord released EMG-1, an open dataset of more than 300 hours of muscle-signal recordings synchronized with first-person video and optical motion capture, made with Wearable Devices, and launched Encord Data Labs, a research division working on physical AI data.1n/a
The Global Talent Co.The Global Talent Co. (company site)The Global Talent Co. (TGTC) offers real-world data collection for robotics and embodied AI teams: first-person video of everyday tasks such as cleaning, cooking and errands, recorded to the client's spec with consent and releases handled.0The Global Talent Co. says it is the legal employer of the people it places: they get a local contract, payroll and benefits while working full time inside one client's team.
HireArtHireArt (company site)HireArt argues that robotics operations teams (robot operators, field support technicians, teleoperators and QA operators) should be W-2 employees rather than gig workers, because physical AI work carries safety and compliance accountability.1HireArt's Data Collection Operator posting for a frontier AI client in San Francisco pays $32 to $36 an hour on a six-month contract.
RWSRWS (company site)RWS says its TrainAI community has more than 100,000 active, vetted AI data specialists who collect, annotate and validate AI training data.2n/a
Scale AIScale AIScale AI's Physical AI Data Engine page says more than 1,000 hours of demonstration data are collected and uploaded to its platform every day, from data factories, at-home collectors and in-field commercial deployments, including teleoperated bimanual robots and a robotless egocentric rig (Scale Harness).1n/a
TELUS DigitalTELUS Digital AI Community (job posting)TELUS Digital's Physical AI Expert (robot teleoperator) posting pays $32 to $45 an hour for remote freelance work.0TELUS Digital's Physical AI Expert (robot teleoperator) posting pays $32 to $45 an hour for remote freelance work.
XDOFTechCrunchXDOF told TechCrunch it is already working with 20 customers, including several frontier AI labs.1n/a
ALTEN Technology USAALTEN Technology USA (job posting, Greenhouse)ALTEN Technology USA hires Data Collection Operators in San Francisco's Dogpatch to operate several robot platforms and collect raw training data by teleoperation through Apple Vision Pro headsets and by motion capture in suits and gloves.0ALTEN Technology USA's Data Collection Operator postings in San Francisco, on-site robot teleoperation and motion-capture data collection, pay 28.50 US dollars an hour.
AY RobotsAY Robots (company site)AY Robots runs a marketplace where companies book remote teleoperation sessions on their own robot arms, each with a task and an hourly rate, and operators pick sessions and record demonstration episodes from a web browser.0AY Robots pays its remote data collectors 6 to 10 euros an hour as beginners and 10 to 15 euros an hour at its Skilled level (100 to 1,000 demos with a success rate above 70%).
Build AIBuild AI (company site)Build AI calls itself the data hyperscaler for physical AI: it makes its own capture hardware and runs collection of egocentric video of physical labor, and offers labs an off-the-shelf dataset with quality guarantees.0n/a
DoorDashTechCrunchDoorDash launched Tasks, a stand-alone app (plus tasks inside the Dasher app) that pays its delivery couriers to film everyday tasks and record speech to improve AI and robotic systems, in select US places.1n/a
Figure IndexFigure (company site)Figure's Index page now also offers to send Index creators into people's homes to help with daily tasks and chores, and to deploy labor at businesses such as logistics sites, restaurants, factories and offices.1n/a
FS StudioFS Studio (company site)FS Studio runs robot teleoperation data floors for frontier AI labs, with US-based teams working on site at its customers' labs and facilities.0n/a
Handshake AIHandshake (job posting on Ashby)Handshake says Handshake AI pays about $60 million every month to more than 30,000 people who do its AI training work.0Handshake says Handshake AI pays about $60 million every month to more than 30,000 people who do its AI training work.
Human ArchiveTechCrunchHuman Archive said it has more than 1,000 active headsets deployed across multiple locations, collecting egocentric data with companies in the home services, hotel and restaurant sectors.0Human Archive pays workers a base rate of 1 US dollar per hour for egocentric data collection in India (TechCrunch cites an Economic Times report that other companies pay 250 to 400 rupees an hour, roughly 2.63 to 4.20 US dollars).
Keywords StudiosKeywords Studios (company site)Keywords Studios says its in-house Mocap Lab and Teleop Lab record human movement and map it onto robot kinematics to produce state-action datasets for robot imitation learning.0n/a
LightwheelLightwheel (company site)Lightwheel describes itself as a Physical AI infrastructure company building SimReady simulation assets, egocentric human data and evaluation platforms for robot training.1n/a
MaxinsightsThe Next WebMore than 5,000 contractors in six countries wear Maxinsights' head, wrist and chest cameras to record everyday work for robot training data.1n/a
Mecka AIBetaKitMecka AI, which supplies robot training data captured from human motion with body sensors and iPhones, announced a 60 million US dollar Series B on October 7, 2026, with new backers including Nvidia, the venture arms of Microsoft and Qualcomm, and Samsung. Its own site says Sequoia led the round.0n/a
MercorMercor (job listing)Posted a US-based contributor listing to collect first-person video of everyday household activities for a leading physical AI company (listing created June 24 2026, now closed).0n/a
MooveMoove (company newsroom)Moove raised a 250 million US dollar Series C at a 2.1 billion US dollar valuation, led by Mubadala and co-led by Woven Capital (Toyota) and Ion Pacific, to expand its autonomous vehicle fleet operations business.1n/a
RemoExpertsRemoExperts (job posting)RemoExperts' Singapore posting for its egocentric video project pays $120 an hour, the highest of its six country postings; its South Africa posting pays $40 an hour.0RemoExperts' Singapore posting for its egocentric video project pays $120 an hour, the highest of its six country postings; its South Africa posting pays $40 an hour.
TolokaTolokaToloka released HomER (Home Egocentric Robotics), an open-source dataset of head-mounted egocentric videos of household tasks for robotics training, built on its self-service platform, covering 17 task categories and published on Hugging Face.0n/a
VayVay (careers page)Vay pays Remote Drivers in Las Vegas 18 US dollars an hour during training and 25 US dollars an hour after training, plus a monthly safety-related bonus.1Vay pays Remote Drivers in Las Vegas 18 US dollars an hour during training and 25 US dollars an hour after training, plus a monthly safety-related bonus.
Waffle VideoWaffle Video (GRID site)Waffle Video runs GRID, a marketplace where buyers commission new first-person video or request footage already held, from capture partners, alongside its own platform for teams that capture their own video.0A WIRED reporter who tried Waffle Video's app in May 2026 saw first-person video missions such as tying shoelaces and pouring water paying 25 US dollars per hour of video, and earned 20 US dollars for 125 approved uploads.
AppenAppenAppen sells egocentric data collection for robots and embodied systems: stereo first-person capture with synchronized wrist pose and gripper state, alongside robotics demonstration, sensor fusion, LiDAR and autonomous vehicle data, captured in its own controlled kitchen, workshop, assembly and logistics facilities.0n/a
Axis RoboticsAxis Robotics (company blog)Axis Robotics describes its data engine as one closed-loop workflow that combines large-scale simulation, egocentric real-world capture and human-in-the-loop post-training to produce robotic training data.0n/a
Bones StudioRoboticsTomorrow (Bones Studio press release)BONES-SEED is a curated subset of Bones Studio's larger motion capture library, with expanded datasets available for commercial licensing.0n/a
CentificCentific (company site)Centific sells HumanoidIQ, a robotics data product of real-world robot and human demonstrations, quality-checked episode by episode and ready to license.1n/a
ConfigFoley Hoag LLPConfig plans to scale operations in Vietnam and Seoul to collect one million hours of robotic data, grow its enterprise platform to 10 million US dollars ARR by the end of 2027 and launch a cloud Robot-as-a-Service product.0n/a
Cortex AIY Combinator (company directory)Cortex AI, listed in Y Combinator's company directory, says it builds a large-scale real-world workplace robot and egocentric dataset for embodied AI.1n/a
Egolab.AIScroll.inEgolab.AI, founded in January 2026 by two teenagers in Maharashtra, calls itself India's largest first-person POV data aggregator, recording factory workers with head-mounted devices for robotics companies.0n/a
iMeritThe Robot ReportCarbon Robotics' CTO said iMerit has labeled about a million plant images for the LaserWeeder's AI since the partnership began in 2020, data behind Carbon's large plant model.1n/a
InnodataInnodata (company site)Innodata sells real-world training data for robotics, VLA models, world models, wearables and embodied AI, including egocentric video labeling.0n/a
InstaworkSpectrum NewsInstawork, a staffing marketplace, began paying workers to record videos of themselves doing housework to help train humanoid robots.0Instawork participants who film household chores earn about 80 US dollars for roughly two hours of usable video.
KognicKognic (company site)Kodiak AI, the autonomous truck developer, chose Kognic's sensor-fusion data labeling platform to scale its annotation pipelines.2n/a
LabelboxLabelbox (company site)Labelbox sells robotics data from pre-training to evaluation: egocentric and teleoperated demonstrations captured on purpose-built rigs from seven synchronized viewpoints.0n/a
LuelLightspeed Venture PartnersLightspeed announced it is leading Luel's 31.2 million US dollar financing. Luel is a marketplace for rights-cleared multimodal AI training data whose customers include robotics companies (it sells egocentric video with sensor streams and hand-object interaction).0n/a
microagiThe Next Webmicroagi, a Munich startup whose shift app has workers record physical tasks with cameras and sensor gloves for robot training data, raised 55 million US dollars in a seed round led by Hummingbird, which it says is the largest seed round a German company has secured.0n/a
NATIX NetworkAutomotive WorldNATIX Network joined the Autoware Foundation as a Premium Member to supply large-scale multi-camera driving data for the foundation's first open-source end-to-end autonomous driving model.2n/a
ObjectwaysObjectwaysObjectways sells egocentric and teleoperation data collection services and embodied AI datasets for training robots.0A Chennai homemaker who sends chore recordings to Objectways through its app told AFP the work pays 250 rupees an hour.
PerlePerle (job posting on Rippling)Recruits egocentric video contributors (phone on a headstrap, at home and at work) to build data that teaches AI and robotics how people move; postings cover the US, Canada and Latin America, Egypt, and Indonesia and Malaysia; pay is per hour of accepted footage, varying by region.0n/a
PrismaXPrismaX (company site)PrismaX sells robotics data (teleoperation and egocentric episodes) to physical AI builders and pays operators through its VLA Foundry program to capture the real world.0n/a
ProlificProlific (company site)Offers commissioned embodied-AI training data from its participant pool: egocentric video, manipulation task recordings and and physical scene annotation.1n/a
RopediaDigital News AsiaRopedia claims to serve more than 20 robotics and foundation model companies across North America, China and Singapore.1n/a
Sensei RoboticsY Combinator (Launch YC post by Sensei)Sensei builds and runs a network of trained contractors (Senseis) who get task descriptions from robotics researchers and engineers and are paid to record demonstrations that fulfil them.0n/a
ShaipShaip (press release)Shaip says it scaled a single ongoing Physical AI data collection program for a humanoid robotics developer to 5,000 valid hours of egocentric VR motion capture per month.0n/a
TSMGTSMG (Lever job board)TSMG staffs on-site contract Robot Teleoperators (for example in Milpitas, California) who operate robots through teleoperation consoles and capture operational data for client robotics and AI programs.0n/a
UberPYMNTSUber AI Solutions, Uber's AI data services business, acquired Segments.ai, a multi-sensor (lidar and camera) labeling platform for robotics and autonomous driving, to build out its lidar and multi-sensor annotation services.0n/a
Vision LabTechsauceVision Lab works with more than 2,000 factories across Asia and Africa, mainly in China and India, to collect real production-floor data for robot training.0n/a
AsimovY Combinator (company directory)Asimov, listed in Y Combinator's company directory, collects real-world human movement data from households and businesses to train humanoid robots.0n/a
Deepen AIEIN Presswire (Deepen AI press release)TIER IV, the Autoware founder, expanded its use of Deepen AI's sensor-fusion annotation tools, including for robotaxi perception, after using Deepen's annotation suite for more than four years.1n/a
Defined.aiDefined.ai (company site)Defined.ai lists an egocentric video dataset of head-mounted ultrawide recordings of everyday household tasks for robotics and embodied AI training.0n/a
Digital Divide DataDigital Divide Data (company site)Digital Divide Data licenses an egocentric dataset of stereo video with synchronized head and hand pose and VLA-ready annotations from real human manipulation tasks.0n/a
Haitian Ruisheng (ๆตทๅคฉ็‘žๅฃฐ)East Money (institutional research report)Haitian Ruisheng, a Chinese company that develops and sells AI training datasets, told institutional investors it has signed a real-robot data collection contract with a leading domestic embodied-AI maker (unnamed) and has started order talks with several leading embodied-AI firms, large tech companies and local governments.1n/a
Kinetic BlocksRobotics & Automation NewsKinetic Blocks, an Oslo startup, opened a gated beta of a two-sided marketplace for buying and selling humanoid robot training data on September 1, 2026; sellers set their own prices and the platform takes a margin.0n/a
OpenTrain AIOpenTrain AI (job listing)OpenTrain AI posted a US home robot video data collector role (smartphone on a head mount, four-week pilot) paying 5 US dollars per approved hour.0OpenTrain AI posted a US home robot video data collector role (smartphone on a head mount, four-week pilot) paying 5 US dollars per approved hour.
PangeanicPangeanic (company site)Pangeanic sells egocentric video datasets for physical AI: more than 6,500 hours of identified inventory growing weekly, plus access to more than 20,000 hours through supply agreements.0n/a
Robo.aiPR Newswire (Robo.ai)Robo.ai said its subsidiary secured an initial order to provide 30,000 hours of embodied AI robot training data (RGB-D vision, 6-DoF motion trajectories, force and tactile feedback) to U.S.-based DaBoss.AI over 12 months; no price was disclosed.1n/a
SamaSamaSama sells training data annotation for robotics and manufacturing models, from assembly lines to autonomous mobile robots, with workflows that load up to 14 sensors (cameras, LiDAR, radar, ultrasonic) and multiple point clouds.0n/a
TELUS DigitalTELUS Digital (PR Newswire release, Finviz reprint)TELUS Digital said NelsonHall named it a Leader in its 2026 NEAT evaluation for AI Enablement Services, with its physical AI and robotics data capabilities cited as a key strength.0n/a
TransdevTransdev North America (careers site)Transdev's Alternative Services division sells AV operations work to autonomous vehicle companies: L2 Operators work directly with self-driving vehicles on the road, troubleshoot software and hardware issues and feed back to engineering teams, and L3 Specialists test unreleased software and do mapping.0n/a
TransPerfect DataForceTransPerfect DataForce (careers site)DataForce staffs on-site Tech Annotators in Paris who teleoperate robotic arms and robotic systems in real time and record and annotate the sessions, alongside AI prompt and evaluation work.0n/a
TuringTuring (job posting, Foundation Capital job board)In a February 2026 job posting Turing says it is building the data layer for Physical AI across four pillars: synthetic data (sim), robot teleoperation, human motion capture and data enrichment.0n/a
Welo DataWelo DataWelo Data sells fully managed robotics and physical AI data collection: it rents the space, recruits participants, secures the site, runs collection, checks quality and delivers model-ready data.0n/a

Base: 68 vendors, 162 facts, each linked to the page that states it (reviewed 29 Oct 2026).

A vendor appears once it has at least one sourced fact about its robotics work; a short row means little has been published, not that the company is small.

Credit: compiled by RobotTraining.jobs Research, Robotics Data Collection Companies: Who Sells Robot Training Data, to Whom, and What They Pay, October 2026 edition.

Figure 2

What vendors say they pay the people who produce the data

What do robot data vendors and paid programs pay their collectors, operators and annotators?

VendorPay as stated
AlignerrAlignerr (job posting)Alignerr's Video Research Expert (Robotics) postings, which record household tasks for home robots, pay $18 to $24 an hour as remote freelance work.29 Oct 2026
AlignerrAlignerr (job posting)Alignerr's Robotics Technician postings, which pay people to film everyday tasks at home with a smartphone or camera for robot training data, pay $40 to $120 an hour as remote freelance work.29 Oct 2026
ALTEN Technology USAALTEN Technology USA (job posting, Greenhouse)ALTEN Technology USA's Data Collection Operator postings in San Francisco, on-site robot teleoperation and motion-capture data collection, pay 28.50 US dollars an hour.29 Oct 2026
AY RobotsAY Robots (company site)AY Robots pays its remote data collectors 6 to 10 euros an hour as beginners and 10 to 15 euros an hour at its Skilled level (100 to 1,000 demos with a success rate above 70%).29 Oct 2026
ClaruClaru (job posting)Egocentric household tasks capture in Latin America pays a flat 6 US dollars per hour of accepted footage.27 May 2026
ClaruClaru (job posting)Household chores first-person video capture in the United States pays a flat 15 US dollars per hour, paid by ACH every two weeks.26 May 2026
Handshake AIHandshake (job posting on Ashby)Handshake says Handshake AI pays about $60 million every month to more than 30,000 people who do its AI training work.19 Oct 2026
HireArtHireArt (job posting)HireArt's Data Collection Operator posting for a frontier AI client in San Francisco pays $32 to $36 an hour on a six-month contract.29 Oct 2026
Human ArchiveTechCrunchHuman Archive pays workers a base rate of 1 US dollar per hour for egocentric data collection in India (TechCrunch cites an Economic Times report that other companies pay 250 to 400 rupees an hour, roughly 2.63 to 4.20 US dollars).26 May 2026
InstaworkTechSpotInstawork participants who film household chores earn about 80 US dollars for roughly two hours of usable video.15 Mar 2026
micro1Forbes Australia (Forbes, by Anna Tong)CEO Ali Ansari posted on X that micro1 pays 50 to 90 US dollars per hour for annotating videos of robots performing tasks.23 Sep 2026
ObjectwaysKhaleej Times (AFP)A Chennai homemaker who sends chore recordings to Objectways through its app told AFP the work pays 250 rupees an hour.11 Jun 2026
OpenTrain AIOpenTrain AI (job listing)OpenTrain AI posted a US home robot video data collector role (smartphone on a head mount, four-week pilot) paying 5 US dollars per approved hour.26 Oct 2026
RemoExpertsRemoExperts (job posting)RemoExperts' Singapore posting for its egocentric video project pays $120 an hour, the highest of its six country postings; its South Africa posting pays $40 an hour.29 Oct 2026
TELUS DigitalTELUS Digital AI Community (job posting)TELUS Digital's Physical AI Expert (robot teleoperator) posting pays $32 to $45 an hour for remote freelance work.29 Oct 2026
TELUS DigitalTELUS Digital AI Community (job posting)TELUS Digital's Physical AI Specialist posting in its AI Community, for auditing robot video and sensor data, states pay of $2 to $5 an hour.29 Oct 2026
The Global Talent Co.The Global Talent Co. (company site)The Global Talent Co. says it is the legal employer of the people it places: they get a local contract, payroll and benefits while working full time inside one client's team.29 Oct 2026
VayVay (careers page)Vay pays Remote Drivers in Las Vegas 18 US dollars an hour during training and 25 US dollars an hour after training, plus a monthly safety-related bonus.18 Oct 2026
Waffle VideoWIREDA WIRED reporter who tried Waffle Video's app in May 2026 saw first-person video missions such as tying shoelaces and pouring water paying 25 US dollars per hour of video, and earned 20 US dollars for 125 approved uploads.26 May 2026

Base: 19 pay figures, each as its source words it.

A vendor's stated rate is an offer, not measured earnings; the job boards this site reads show what open roles advertise.

Credit: compiled by RobotTraining.jobs Research, Robotics Data Collection Companies: Who Sells Robot Training Data, to Whom, and What They Pay, October 2026 edition.

Figure 3

Every sourced fact

What exactly has each vendor or its press coverage said about its robotics data business?

VendorKindFact
AlignerrAlignerr (job posting)What it sellsAlignerr says it partners with leading AI research teams on home robotics, paying Video Research Experts to perform and record everyday household tasks as robot training data.as of 29 Oct 2026Stated by the company or an official page
AlignerrAlignerr (job posting)Pay to workersAlignerr's Video Research Expert (Robotics) postings, which record household tasks for home robots, pay $18 to $24 an hour as remote freelance work.as of 29 Oct 2026Stated by the company or an official page
AlignerrAlignerr (job posting)Pay to workersAlignerr's Robotics Technician postings, which pay people to film everyday tasks at home with a smartphone or camera for robot training data, pay $40 to $120 an hour as remote freelance work.as of 29 Oct 2026Stated by the company or an official page
AlignerrAlignerr (company site)WorkforceAlignerr, the expert network run by Labelbox, says more than 100,000 experts earn money on it by training AI.as of 29 Oct 2026Stated by the company or an official page
ALTEN Technology USAALTEN Technology USA (job posting, Greenhouse)What it sellsALTEN Technology USA hires Data Collection Operators in San Francisco's Dogpatch to operate several robot platforms and collect raw training data by teleoperation through Apple Vision Pro headsets and by motion capture in suits and gloves.as of 29 Oct 2026Stated by the company or an official page
ALTEN Technology USAALTEN Technology USA (job posting, Greenhouse)Pay to workersALTEN Technology USA's Data Collection Operator postings in San Francisco, on-site robot teleoperation and motion-capture data collection, pay 28.50 US dollars an hour.as of 29 Oct 2026Stated by the company or an official page
ALTEN Technology USAALTEN Technology USA (company site)What it sellsALTEN Technology USA sells engineering services to develop, test and validate autonomous driving and driver-assistance (ADAS) systems for carmakers and their suppliers, from sensor fusion and perception to functional safety.as of 29 Oct 2026Stated by the company or an official page
AppenAppenWhat it sellsAppen sells egocentric data collection for robots and embodied systems: stereo first-person capture with synchronized wrist pose and gripper state, alongside robotics demonstration, sensor fusion, LiDAR and autonomous vehicle data, captured in its own controlled kitchen, workshop, assembly and logistics facilities.as of 18 Oct 2026Stated by the company or an official page
AppenAppenWorkforceAppen says task demonstrations for its physical AI datasets are sourced from its global contributor network of more than 1 million people in more than 170 countries.as of 18 Oct 2026Stated by the company or an official page
AsimovY Combinator (company directory)What it sellsAsimov, listed in Y Combinator's company directory, collects real-world human movement data from households and businesses to train humanoid robots.as of 28 Oct 2026Stated by the company or an official page
Axis RoboticsAxis Robotics (company blog)FundingAxis Robotics announced a 12 million US dollar seed round led by Hack VC, with Nomad Capital, PiCoreTeam Ventures, 10K Ventures and angels.27 Jul 2026Stated by the company or an official page
Axis RoboticsAxis Robotics (company blog)What it sellsAxis Robotics describes its data engine as one closed-loop workflow that combines large-scale simulation, egocentric real-world capture and human-in-the-loop post-training to produce robotic training data.27 Jul 2026Stated by the company or an official page
AY RobotsAY Robots (company site)What it sellsAY Robots runs a marketplace where companies book remote teleoperation sessions on their own robot arms, each with a task and an hourly rate, and operators pick sessions and record demonstration episodes from a web browser.as of 29 Oct 2026Stated by the company or an official page
AY RobotsAY Robots (company site)Pay to workersAY Robots pays its remote data collectors 6 to 10 euros an hour as beginners and 10 to 15 euros an hour at its Skilled level (100 to 1,000 demos with a success rate above 70%).as of 29 Oct 2026Stated by the company or an official page
AY RobotsAY Robots (company site)PriceAY Robots charges companies 49.99 euros a month (Starter) or 299.99 euros a month (Pro), returned in full as training credit that pays for operator hours and GPU time; only Pro lets its trained operators run sessions on the customer's robots.as of 29 Oct 2026Stated by the company or an official page
Bones StudioRoboticsTomorrow (Bones Studio press release)LaunchBones Studio announced BONES-SEED at GTC 2026, a dataset of 142,000 human motion animations with multimodal annotations, built from the same data that powered SONIC humanoid whole-body control research and prepared in NVIDIA SOMA and Unitree G1 formats.17 Mar 2026Stated by the company or an official page
Bones StudioRoboticsTomorrow (Bones Studio press release)What it sellsBONES-SEED is a curated subset of Bones Studio's larger motion capture library, with expanded datasets available for commercial licensing.17 Mar 2026Stated by the company or an official page
Build AIBuild AI (company site)What it sellsBuild AI calls itself the data hyperscaler for physical AI: it makes its own capture hardware and runs collection of egocentric video of physical labor, and offers labs an off-the-shelf dataset with quality guarantees.as of 18 Oct 2026Stated by the company or an official page
Build AIBuild AI (company site)FundingBuild AI says it has raised more than 30 million US dollars, naming HF0, Abstract, Pear, Renegade and Costanoa among its backers.as of 18 Oct 2026Stated by the company or an official page
Build AIHumanoids DailyWorkforceBuild AI's Egocentric-100K dataset was captured by 14,228 factory workers wearing its head-mounted cameras.19 Dec 2025Stated by the company or an official page
CentificCentific (company site)What it sellsCentific sells HumanoidIQ, a robotics data product of real-world robot and human demonstrations, quality-checked episode by episode and ready to license.as of 28 Oct 2026Stated by the company or an official page
CentificOneForma Community (Centific)Named customerCentific's OneForma crowd platform said it is working with at least five customers on egocentric data collection across twenty-five countries (July 2026).22 Jul 2026Stated by the company or an official page
ClaruClaru (company site)What it sellsClaru, the training-data platform of Reka AI, runs capture infrastructure, enrichment pipelines and an annotation workforce to deliver datasets for robotics and physical AI (egocentric video, robotics trajectories, world-model footage).as of 18 Oct 2026Stated by the company or an official page
ClaruClaru (company site)WorkforceOperates a data collection network of more than 10,000 trained collectors with wearable cameras across more than 100 cities on 6 continents.as of 18 Oct 2026Stated by the company or an official page
ClaruRekaFundingReka AI, the owner of Claru, announced on 9 June 2026 that it had joined forces with the video-AI company Moonvalley, adding Moonvalley's team of researchers and engineers to work on models and infrastructure for physical AI; the announcement gives no price or terms.9 Jun 2026Stated by the company or an official page
ClaruClaru (job posting)Pay to workersEgocentric household tasks capture in Latin America pays a flat 6 US dollars per hour of accepted footage.27 May 2026Stated by the company or an official page
ClaruClaru (job posting)Pay to workersHousehold chores first-person video capture in the United States pays a flat 15 US dollars per hour, paid by ACH every two weeks.26 May 2026Stated by the company or an official page
ClaruSiliconANGLEFundingReka AI, whose Claru brand sells egocentric video and robotics training data, announced it had raised 110 million US dollars in fresh funding backed by Nvidia and Snowflake (Bloomberg, cited by SiliconANGLE, put the valuation at 1 billion dollars).22 Jul 2025Stated by the company or an official page
ConfigFoley Hoag LLPFundingConfig, a Seoul and San Jose startup building the data layer for robotics foundation models, closed an oversubscribed 27 million US dollar seed round, led by Samsung Venture Investment according to Wowtale.13 May 2026Reported by an outlet
ConfigFoley Hoag LLPWhat it sellsConfig plans to scale operations in Vietnam and Seoul to collect one million hours of robotic data, grow its enterprise platform to 10 million US dollars ARR by the end of 2027 and launch a cloud Robot-as-a-Service product.13 May 2026Reported by an outlet
Cortex AIY Combinator (company directory)What it sellsCortex AI, listed in Y Combinator's company directory, says it builds a large-scale real-world workplace robot and egocentric dataset for embodied AI.as of 28 Oct 2026Stated by the company or an official page
Cortex AIAi2Named customerAi2 said it curated its MolmoAct 2-Bimanual YAM robot demonstration dataset (about 700 hours) with support from Cortex AI, and retained Cortex AI to run a third-party benchmark of MolmoAct 2.5 May 2026Stated by the company or an official page
Deepen AIEIN Presswire (Deepen AI press release)Named customerTIER IV, the Autoware founder, expanded its use of Deepen AI's sensor-fusion annotation tools, including for robotaxi perception, after using Deepen's annotation suite for more than four years.25 Nov 2025Stated by the company or an official page
Defined.aiDefined.ai (company site)What it sellsDefined.ai lists an egocentric video dataset of head-mounted ultrawide recordings of everyday household tasks for robotics and embodied AI training.as of 28 Oct 2026Stated by the company or an official page
Digital Divide DataDigital Divide Data (company site)What it sellsDigital Divide Data licenses an egocentric dataset of stereo video with synchronized head and hand pose and VLA-ready annotations from real human manipulation tasks.as of 28 Oct 2026Stated by the company or an official page
DoorDashTechCrunchLaunchDoorDash launched Tasks, a stand-alone app (plus tasks inside the Dasher app) that pays its delivery couriers to film everyday tasks and record speech to improve AI and robotic systems, in select US places.19 Mar 2026Stated by the company or an official page
DoorDashTechCrunchWorkforceDoorDash Tasks can draw on more than 8 million Dashers across the US, according to its general manager Ethan Beatty.19 Mar 2026Stated by the company or an official page
DoorDashThe Next WebNamed customerWaymo is a Tasks customer: DoorDash couriers are paid to close open doors on Waymo self-driving cars, a program both companies confirmed and that sits inside the Tasks platform.19 Mar 2026Stated by the company or an official page
Egolab.AIScroll.inWhat it sellsEgolab.AI, founded in January 2026 by two teenagers in Maharashtra, calls itself India's largest first-person POV data aggregator, recording factory workers with head-mounted devices for robotics companies.20 May 2026Reported by an outlet
Egolab.AIScroll.inFundingScroll.in reported that Egolab.AI was acquired in March 2026 by Build Artificial Intelligence Inc. (Build AI), a Delaware-registered firm.1 Mar 2026Reported by an outlet
EncordPR Newswire (Encord)LaunchEncord released EMG-1, an open dataset of more than 300 hours of muscle-signal recordings synchronized with first-person video and optical motion capture, made with Wearable Devices, and launched Encord Data Labs, a research division working on physical AI data.20 Oct 2026Stated by the company or an official page
EncordEncord via PR Newswire (corrected release, Bolsamania reprint)Named customerEncord said it works with more than 300 AI teams, naming Woven by Toyota, Skydio and AXA Financial among them (the corrected version of its Series C release).27 Feb 2026Stated by the company or an official page
EncordSiliconANGLEFundingEncord raised a 60 million US dollar Series C led by Wellington Management to build data infrastructure for physical AI (robots, drones, autonomous vehicles), bringing its total funding to 110 million US dollars.26 Feb 2026Stated by the company or an official page
EncordEncord via PR Newswire (corrected release, Bolsamania reprint)RevenueEncord said its revenue from physical AI customers grew tenfold in the twelve months before its February 2026 Series C, while data on its platform grew from 1 petabyte to more than 5 petabytes.26 Feb 2026Stated by the company or an official page
Figure IndexFigure (company site)What it sellsFigure's Index page now also offers to send Index creators into people's homes to help with daily tasks and chores, and to deploy labor at businesses such as logistics sites, restaurants, factories and offices.as of 29 Oct 2026Stated by the company or an official page
Figure IndexFigure (company blog)Named customerFigure pretrained its Helix 2.5 robot model entirely on Index footage and said Index pretraining alone raised the robot's zero-shot success in 30 unseen Bay Area homes from 9% to 56%.17 Sep 2026Stated by the company or an official page
Figure IndexFigure (company blog)What it sellsFigure said in September 2026 that Index was generating roughly 35 minutes of new human task video every second.17 Sep 2026Stated by the company or an official page
FS StudioFS Studio (company site)What it sellsFS Studio runs robot teleoperation data floors for frontier AI labs, with US-based teams working on site at its customers' labs and facilities.as of 29 Oct 2026Stated by the company or an official page
FS StudioFS Studio (company site)What it sellsFS Studio collects robot training data three ways: teleoperated demonstrations on the customer's own robots, directed first-person recordings of people doing the work, and demonstrations captured with a handheld UMI gripper.as of 29 Oct 2026Stated by the company or an official page
FS StudioFS Studio (job posting, Ashby)WorkforceFS Studio's Robot Teleoperator posting in San Mateo staffs each robot with a two-person team, an operator and an observer who resets the scene, who rotate roles on shifts operating robots in VR for its clients' data collection.29 Jul 2026Stated by the company or an official page
Haitian Ruisheng (ๆตทๅคฉ็‘žๅฃฐ)East Money (institutional research report)Named customerHaitian Ruisheng, a Chinese company that develops and sells AI training datasets, told institutional investors it has signed a real-robot data collection contract with a leading domestic embodied-AI maker (unnamed) and has started order talks with several leading embodied-AI firms, large tech companies and local governments.8 Jun 2026Stated by the company or an official page
Handshake AIHandshake (job posting on Ashby)Pay to workersHandshake says Handshake AI pays about $60 million every month to more than 30,000 people who do its AI training work.19 Oct 2026Stated by the company or an official page
Handshake AIHandshake (job posting on Ashby)WorkforceHandshake AI is hiring a Seattle site lead for its AI Trust & Safety operation, which will start with about 200 employees.19 Oct 2026Stated by the company or an official page
Handshake AIHandshake (job posting on Ashby)RevenueHandshake says its AI data business, Handshake AI, started in 2025 and has grown from nothing to an annual revenue run rate of about $1 billion.9 Oct 2026Stated by the company or an official page
HireArtHireArt (company site)Named customerHireArt says Zoox used it to bring 88 contract workers under a single employer of record, keeping a 90% retention rate.as of 29 Oct 2026Stated by the company or an official page
HireArtHireArt (company site)What it sellsHireArt argues that robotics operations teams (robot operators, field support technicians, teleoperators and QA operators) should be W-2 employees rather than gig workers, because physical AI work carries safety and compliance accountability.as of 29 Oct 2026Stated by the company or an official page
HireArtHireArt (job posting)What it sellsHireArt is recruiting Data Collection Operators in San Francisco for a frontier AI client, to produce robot demonstration data by teleoperating robot arms and wearing motion-capture and sensor equipment.as of 29 Oct 2026Stated by the company or an official page
HireArtHireArt (job posting)Pay to workersHireArt's Data Collection Operator posting for a frontier AI client in San Francisco pays $32 to $36 an hour on a six-month contract.as of 29 Oct 2026Stated by the company or an official page
Human ArchiveTechCrunchFundingHuman Archive, a Silicon Valley startup that collects first-person (egocentric) robot training data from workers in India, raised 8.2 million US dollars from Wing Venture Capital, NVP Capital, Y Combinator and angels from OpenAI, Nvidia, Google, Mercor, AfterQuery, BAIR, SAIL and Meta.26 May 2026Stated by the company or an official page
Human ArchiveTechCrunchPay to workersHuman Archive pays workers a base rate of 1 US dollar per hour for egocentric data collection in India (TechCrunch cites an Economic Times report that other companies pay 250 to 400 rupees an hour, roughly 2.63 to 4.20 US dollars).26 May 2026Stated by the company or an official page
Human ArchiveTechCrunchWhat it sellsHuman Archive said it has more than 1,000 active headsets deployed across multiple locations, collecting egocentric data with companies in the home services, hotel and restaurant sectors.26 May 2026Stated by the company or an official page
iMeritThe Robot ReportNamed customerCarbon Robotics' CTO said iMerit has labeled about a million plant images for the LaserWeeder's AI since the partnership began in 2020, data behind Carbon's large plant model.27 Aug 2026Stated by the company or an official page
iMeritExlService Holdings (SEC Form 8-K, Exhibit 99.1)FundingExlService Holdings (EXL) agreed to acquire iMerit, a data annotation and model evaluation company serving robotics and autonomous mobility, for up to 310 million US dollars (170 million upfront plus up to 140 million in incentives and earnouts); EXL completed the acquisition on August 3, 2026.24 Jun 2026Stated by the company or an official page
InnodataInnodata (company site)What it sellsInnodata sells real-world training data for robotics, VLA models, world models, wearables and embodied AI, including egocentric video labeling.as of 28 Oct 2026Stated by the company or an official page
InnodataThe Robot ReportLaunchInnodata opened a motion-capture lab in New Jersey, built with Vicon, to generate training data for humanoid and other robots and to validate robot performance data independently.30 Sep 2026Stated by the company or an official page
InstaworkSpectrum NewsLaunchInstawork, a staffing marketplace, began paying workers to record videos of themselves doing housework to help train humanoid robots.21 May 2026Stated by the company or an official page
InstaworkTechSpotPay to workersInstawork participants who film household chores earn about 80 US dollars for roughly two hours of usable video.15 Mar 2026Reported by an outlet
Keywords StudiosKeywords Studios (company site)What it sellsKeywords Studios says its in-house Mocap Lab and Teleop Lab record human movement and map it onto robot kinematics to produce state-action datasets for robot imitation learning.as of 29 Oct 2026Stated by the company or an official page
Keywords StudiosKeywords Studios (company site)What it sellsKeywords Studios turns first-person (egocentric) video into training data for vision-language-action robot models, segmenting it by subtask and labelling the trajectory over time.as of 29 Oct 2026Stated by the company or an official page
Keywords StudiosKeywords Studios (company site)WorkforceKeywords Studios says its AI Services unit, which serves frontier AI labs and embodied AI teams, draws on a network of more than 12,000 game artists, linguists, QA specialists and player-experience experts to source and annotate data.as of 29 Oct 2026Stated by the company or an official page
Kinetic BlocksRobotics & Automation NewsLaunchKinetic Blocks, an Oslo startup, opened a gated beta of a two-sided marketplace for buying and selling humanoid robot training data on September 1, 2026; sellers set their own prices and the platform takes a margin.1 Sep 2026Stated by the company or an official page
KognicKognic (company site)Named customerKodiak AI, the autonomous truck developer, chose Kognic's sensor-fusion data labeling platform to scale its annotation pipelines.9 Dec 2024Stated by the company or an official page
KognicKognic (company site)Named customerKognic says its sensor-fusion annotation platform is used by Qualcomm, Bosch, Continental and Zenseact.9 Dec 2024Stated by the company or an official page
LabelboxLabelbox (company site)What it sellsLabelbox sells robotics data from pre-training to evaluation: egocentric and teleoperated demonstrations captured on purpose-built rigs from seven synchronized viewpoints.as of 28 Oct 2026Stated by the company or an official page
LabelboxLabelbox (company blog)FundingLabelbox, the company behind the Alignerr expert network (which hires people to film household tasks for robotics), announced more than 100 million US dollars in Series E financing, including equity and a credit facility, at a 1.25 billion US dollar pre-money valuation, led by Infinitum Partners.14 Oct 2026Stated by the company or an official page
LightwheelLightwheel (company site)What it sellsLightwheel describes itself as a Physical AI infrastructure company building SimReady simulation assets, egocentric human data and evaluation platforms for robot training.as of 28 Oct 2026Stated by the company or an official page
LightwheelNVIDIA (case study)Named customerNVIDIA's Lightwheel case study says Google DeepMind, Figure, AgiBot, ByteDance, Geely and BYD use Lightwheel's simulation assets and synthetic datasets for embodied AI.as of 28 Oct 2026Stated by the company or an official page
LightwheelEqualOceanFundingLightwheel (Light Wheel Intelligence, Beijing) completed a combined Series A++ and A+++ financing of RMB 1 billion, according to EqualOcean (published March 11, 2026). The company sells simulation assets, egocentric human data (EgoSuite) and evaluation platforms for robot training.11 Mar 2026Reported by an outlet
LuelLightspeed Venture PartnersFundingLightspeed announced it is leading Luel's 31.2 million US dollar financing. Luel is a marketplace for rights-cleared multimodal AI training data whose customers include robotics companies (it sells egocentric video with sensor streams and hand-object interaction).15 May 2026Stated by the company or an official page
LuelLightspeed Venture PartnersWorkforceLuel says it mobilizes a contributor network of more than 500,000 people across 96 countries to collect data to customers' specifications, with a QA pipeline and delivery in weeks.15 May 2026Stated by the company or an official page
MaxinsightsThe Next WebWorkforceMore than 5,000 contractors in six countries wear Maxinsights' head, wrist and chest cameras to record everyday work for robot training data.23 Oct 2026Stated by the company or an official page
MaxinsightsThe Next WebNamed customerMaxinsights says it supplied all 200,000 hours of first-person data behind GENE-26.5, the latest model from Genesis AI.23 Oct 2026Stated by the company or an official page
MaxinsightsThe Next WebFundingMaxinsights, a Santa Clara startup that pays contractors to film first-person footage as robot training data, announced a 30 million US dollar seed round led by Peak XV (with Tola Capital, South Park Commons, INCE Capital and Alumni Ventures).22 Oct 2026Stated by the company or an official page
Mecka AIBetaKitFundingMecka AI, which supplies robot training data captured from human motion with body sensors and iPhones, announced a 60 million US dollar Series B on October 7, 2026, with new backers including Nvidia, the venture arms of Microsoft and Qualcomm, and Samsung. Its own site says Sequoia led the round.7 Oct 2026Stated by the company or an official page
Mecka AIBetaKitRevenueMecka AI claimed it passed a 100 million US dollar revenue run-rate in June 2026 and expects to reach 300 million by the end of 2026 (company claim as reported by BetaKit).7 Oct 2026Stated by the company or an official page
Mecka AIBetaKitFundingMecka AI revealed on June 1, 2026 that it had raised 60 million US dollars across two previously unannounced SAFE financings: a 25 million Series A in November 2025 and a 35 million Series A extension. TechCrunch reports Framework Ventures led it, with Menlo Ventures, SV Angel and Kindred Ventures.1 Jun 2026Stated by the company or an official page
MercorTechCrunchRevenueFounder and CEO Brendan Foody said on X that the annualized revenue run rate crossed 2 billion US dollars.9 Jul 2026Stated by the company or an official page
MercorMercor (job listing)What it sellsPosted a US-based contributor listing to collect first-person video of everyday household activities for a leading physical AI company (listing created June 24 2026, now closed).24 Jun 2026Stated by the company or an official page
MercorTechCrunchFundingRaised 350 million US dollars at a 10 billion dollar valuation in a Series C led by Felicis Ventures (confirmed by the company).27 Oct 2025Stated by the company or an official page
micro1Forbes Australia (Forbes, by Anna Tong)FundingRaised a round of more than 100 million US dollars at a 4 billion dollar valuation (per two people familiar with the deal; micro1 declined to comment).23 Sep 2026Reported by an outlet
micro1Forbes Australia (Forbes, by Anna Tong)Named customerCounts robotics company 1X among its customers, alongside frontier AI labs, Microsoft and Amazon.23 Sep 2026Reported by an outlet
micro1Forbes Australia (Forbes, by Anna Tong)Pay to workersCEO Ali Ansari posted on X that micro1 pays 50 to 90 US dollars per hour for annotating videos of robots performing tasks.23 Sep 2026Stated by the company or an official page
micro1TechCrunchRevenueGross annual run rate grew from 100 million to 500 million US dollars over eight months (per a person familiar with the company).20 Aug 2026Reported by an outlet
micro1TechCrunchWhat it sellsBuilding a robotics pre-training dataset by having hundreds of generalists record everyday object interactions in their own homes (as CEO Ali Ansari told TechCrunch).20 Aug 2026Stated by the company or an official page
microagiThe Next WebFundingmicroagi, a Munich startup whose shift app has workers record physical tasks with cameras and sensor gloves for robot training data, raised 55 million US dollars in a seed round led by Hummingbird, which it says is the largest seed round a German company has secured.16 Jul 2026Stated by the company or an official page
microagiThe Next WebWorkforcemicroagi's shift operates in 15 countries and pays more than 20,000 people to record themselves performing physical tasks, selling the footage to robot-model labs.16 Jul 2026Stated by the company or an official page
MooveMoove (company newsroom)FundingMoove raised a 250 million US dollar Series C at a 2.1 billion US dollar valuation, led by Mubadala and co-led by Woven Capital (Toyota) and Ion Pacific, to expand its autonomous vehicle fleet operations business.5 Aug 2026Stated by the company or an official page
MooveMoove (company newsroom)WorkforceMoove said its autonomous vehicle workforce was about 150 employees in August 2026 and that it expects to grow it to about 500 by the end of 2026.5 Aug 2026Stated by the company or an official page
MooveMoove (company newsroom)Named customerWaymo signed Moove as its fleet operations partner: Moove manages and dispatches Waymo's fully autonomous fleet and runs fleet operations, facilities and charging, starting in Phoenix in 2025 and expanding to Miami in 2026.5 Dec 2024Stated by the company or an official page
NATIX NetworkAutomotive WorldNamed customerNATIX Network joined the Autoware Foundation as a Premium Member to supply large-scale multi-camera driving data for the foundation's first open-source end-to-end autonomous driving model.13 Apr 2026Stated by the company or an official page
NATIX NetworkAutomotive WorldNamed customerNATIX Network and Valeo announced a partnership to build an open-source multi-camera world foundation model for autonomous driving, with the first version trained on 5,000 hours of multi-camera driving data collected through NATIX's VX360 network in the US, Europe and Asia.23 Jan 2026Stated by the company or an official page
ObjectwaysKhaleej Times (AFP)Pay to workersA Chennai homemaker who sends chore recordings to Objectways through its app told AFP the work pays 250 rupees an hour.11 Jun 2026Reported by an outlet
ObjectwaysObjectwaysWhat it sellsObjectways sells egocentric and teleoperation data collection services and embodied AI datasets for training robots.3 Jan 2026Stated by the company or an official page
OpenTrain AIOpenTrain AI (job listing)Pay to workersOpenTrain AI posted a US home robot video data collector role (smartphone on a head mount, four-week pilot) paying 5 US dollars per approved hour.26 Oct 2026Stated by the company or an official page
PangeanicPangeanic (company site)What it sellsPangeanic sells egocentric video datasets for physical AI: more than 6,500 hours of identified inventory growing weekly, plus access to more than 20,000 hours through supply agreements.as of 28 Oct 2026Stated by the company or an official page
PerlePerle (job posting on Rippling)What it sellsRecruits egocentric video contributors (phone on a headstrap, at home and at work) to build data that teaches AI and robotics how people move; postings cover the US, Canada and Latin America, Egypt, and Indonesia and Malaysia; pay is per hour of accepted footage, varying by region.as of 18 Oct 2026Stated by the company or an official page
PerleVenture Capital Access Online (Perle press release)FundingClosed a 9 million US dollar seed round led by Framework Ventures, bringing total funding to 17.5 million dollars.7 Aug 2025Stated by the company or an official page
PrismaXPrismaX (company site)What it sellsPrismaX sells robotics data (teleoperation and egocentric episodes) to physical AI builders and pays operators through its VLA Foundry program to capture the real world.as of 28 Oct 2026Stated by the company or an official page
PrismaXDL NewsFundingPrismaX, a teleoperation and egocentric robot data platform, announced an 11 million US dollar seed round led by a16z (a16z crypto), as reported by DL News citing Crunchbase.20 Jun 2025Reported by an outlet
ProlificProlific (company site)What it sellsOffers commissioned embodied-AI training data from its participant pool: egocentric video, manipulation task recordings and and physical scene annotation.as of 18 Oct 2026Stated by the company or an official page
ProlificProlific (company site)Named customerSays it is trusted by more than 100 robotics and physical AI research teams.as of 18 Oct 2026Stated by the company or an official page
RemoExpertsRemoExperts (job posting)Pay to workersRemoExperts' Singapore posting for its egocentric video project pays $120 an hour, the highest of its six country postings; its South Africa posting pays $40 an hour.as of 29 Oct 2026Stated by the company or an official page
RemoExpertsRemoExperts (company site)WorkforceRemoExperts says it has onboarded more than 120,000 PhDs, specialists and experts from more than 50 countries, across more than 230 domains.as of 29 Oct 2026Stated by the company or an official page
RemoExpertsRemoExperts (job posting)LaunchRemoExperts began recruiting in September 2026 for an egocentric video data collection project: participants wear a head-mounted Insta360 X5 and record short first-person sessions of everyday activities.9 Sep 2026Stated by the company or an official page
Robo.aiPR Newswire (Robo.ai)Named customerRobo.ai said its subsidiary secured an initial order to provide 30,000 hours of embodied AI robot training data (RGB-D vision, 6-DoF motion trajectories, force and tactile feedback) to U.S.-based DaBoss.AI over 12 months; no price was disclosed.12 Feb 2026Stated by the company or an official page
RopediaDigital News AsiaNamed customerRopedia claims to serve more than 20 robotics and foundation model companies across North America, China and Singapore.24 Jul 2026Stated by the company or an official page
RopediaThe Robot ReportFundingRopedia, a Singapore startup that captures egocentric human data with its own wearable device for robot training, raised 22 million US dollars in a pre-Series A round, bringing its total with the earlier seed round to 30 million.23 Jul 2026Stated by the company or an official page
RWSRWS (company site)WorkforceRWS says its TrainAI community has more than 100,000 active, vetted AI data specialists who collect, annotate and validate AI training data.as of 29 Oct 2026Stated by the company or an official page
RWSRWS (company site)Named customerRWS says its TrainAI collection service supplied half a million face videos from 50,000 participants (30,000 more than requested) to one of the world's biggest tech companies for its facial recognition AI.as of 29 Oct 2026Stated by the company or an official page
RWSRWS Holdings plc (RNS via Investegate)RevenueRWS's Generate segment, which includes its TrainAI data business, had revenue of ยฃ99.4 million in the six months to March 2026, up from ยฃ68.7 million a year earlier.11 Jun 2026Stated by the company or an official page
RWSRWS Holdings plc (RNS via Investegate)Named customerRWS said its TrainAI business won two significant new clients in the six months to March 2026, including a global technology company that began generating revenue in that period.11 Jun 2026Stated by the company or an official page
SamaSamaWhat it sellsSama sells training data annotation for robotics and manufacturing models, from assembly lines to autonomous mobile robots, with workflows that load up to 14 sensors (cameras, LiDAR, radar, ultrasonic) and multiple point clouds.as of 18 Oct 2026Stated by the company or an official page
Scale AIScale AIWhat it sellsScale AI's Physical AI Data Engine page says more than 1,000 hours of demonstration data are collected and uploaded to its platform every day, from data factories, at-home collectors and in-field commercial deployments, including teleoperated bimanual robots and a robotless egocentric rig (Scale Harness).as of 18 Oct 2026Stated by the company or an official page
Scale AIUniversal RobotsLaunchUniversal Robots unveiled the UR AI Trainer, developed with Scale AI, which pairs UR robots with Scale AI software to capture imitation learning data on robots in production; the two companies said they would release a large industrial dataset collected on UR robots.16 Mar 2026Stated by the company or an official page
Scale AIScale AILaunchScale AI announced the expansion of its Data Engine to physical AI: a combined data collection and annotation service that supplies robotics companies with the datasets they need to train foundation models, extending its earlier autonomous vehicle data work to robotics.24 Sep 2025Stated by the company or an official page
Scale AIScale AINamed customerScale AI said it provides and enriches robotics data for Physical Intelligence, Generalist AI and Cobot, after more than 100,000 production hours completed at its San Francisco prototyping lab with help from contributors worldwide.24 Sep 2025Stated by the company or an official page
Sensei RoboticsY Combinator (Launch YC post by Sensei)LaunchSensei launched on Launch YC as a robotics training data service built on human demonstrations, saying it collects that data at a tenth of the cost and twice the speed of current approaches.28 Aug 2024Stated by the company or an official page
Sensei RoboticsY Combinator (Launch YC post by Sensei)What it sellsSensei builds and runs a network of trained contractors (Senseis) who get task descriptions from robotics researchers and engineers and are paid to record demonstrations that fulfil them.28 Aug 2024Stated by the company or an official page
ShaipShaip (press release)What it sellsShaip says it scaled a single ongoing Physical AI data collection program for a humanoid robotics developer to 5,000 valid hours of egocentric VR motion capture per month.13 Aug 2026Stated by the company or an official page
ShaipShaip (press release)WorkforceEach monthly cycle of Shaip's largest physical AI program draws on 1,500 to 2,500 participants and covers 300 to 400 customer-defined tasks.13 Aug 2026Stated by the company or an official page
TELUS DigitalTELUS Digital AI Community (job posting)Pay to workersTELUS Digital's Physical AI Expert (robot teleoperator) posting pays $32 to $45 an hour for remote freelance work.as of 29 Oct 2026Stated by the company or an official page
TELUS DigitalTELUS Digital AI Community (job posting)Pay to workersTELUS Digital's Physical AI Specialist posting in its AI Community, for auditing robot video and sensor data, states pay of $2 to $5 an hour.as of 29 Oct 2026Stated by the company or an official page
TELUS DigitalTELUS Digital AI Community (job posting)WorkforceTELUS Digital says its AI Community is a network of more than one million contributors who collect, enhance, train, translate and localize content for AI models.as of 29 Oct 2026Stated by the company or an official page
TELUS DigitalTELUS Digital AI Community (job posting)LaunchTELUS Digital's AI Community posted a robot teleoperator role (titled Physical AI Expert) in October 2026: freelancers control robots remotely and record wearable-sensor demonstrations of everyday tasks such as folding, sorting and packing.9 Oct 2026Stated by the company or an official page
TELUS DigitalTELUS Digital (PR Newswire release, Finviz reprint)What it sellsTELUS Digital said NelsonHall named it a Leader in its 2026 NEAT evaluation for AI Enablement Services, with its physical AI and robotics data capabilities cited as a key strength.19 Aug 2026Stated by the company or an official page
The Global Talent Co.The Global Talent Co. (company site)What it sellsThe Global Talent Co. (TGTC) offers real-world data collection for robotics and embodied AI teams: first-person video of everyday tasks such as cleaning, cooking and errands, recorded to the client's spec with consent and releases handled.as of 29 Oct 2026Stated by the company or an official page
The Global Talent Co.The Global Talent Co. (company site)PriceThe Global Talent Co. prices its human data teams per person per month, all in (salary, employment, payroll, compliance and training), and can quote a bounded data collection project as a one-time price.as of 29 Oct 2026Stated by the company or an official page
The Global Talent Co.The Global Talent Co. (company site)Pay to workersThe Global Talent Co. says it is the legal employer of the people it places: they get a local contract, payroll and benefits while working full time inside one client's team.as of 29 Oct 2026Stated by the company or an official page
The Global Talent Co.The Global Talent Co. (company site)WorkforceThe Global Talent Co. describes its talent network as full-time professionals across Latin America and South Africa.as of 29 Oct 2026Stated by the company or an official page
TolokaTolokaWhat it sellsToloka released HomER (Home Egocentric Robotics), an open-source dataset of head-mounted egocentric videos of household tasks for robotics training, built on its self-service platform, covering 17 task categories and published on Hugging Face.23 Mar 2026Stated by the company or an official page
TolokaTolokaWorkforceToloka said its platform matched the HomER egocentric video collection task to more than 1,800 active contributors, drawn from a verified crowd spanning over 100 countries and 40 languages.23 Mar 2026Stated by the company or an official page
TolokaSiliconANGLEFundingToloka closed a 72 million US dollar investment led by Bezos Expeditions, with Shopify CTO Mikhail Parakhin participating; parent Nebius gave up majority voting control.7 May 2025Stated by the company or an official page
TransdevTransdev North America (careers site)What it sellsTransdev's Alternative Services division sells AV operations work to autonomous vehicle companies: L2 Operators work directly with self-driving vehicles on the road, troubleshoot software and hardware issues and feed back to engineering teams, and L3 Specialists test unreleased software and do mapping.as of 18 Oct 2026Stated by the company or an official page
TransPerfect DataForceTransPerfect DataForce (careers site)What it sellsDataForce staffs on-site Tech Annotators in Paris who teleoperate robotic arms and robotic systems in real time and record and annotate the sessions, alongside AI prompt and evaluation work.24 Sep 2026Stated by the company or an official page
TSMGTSMG (Lever job board)What it sellsTSMG staffs on-site contract Robot Teleoperators (for example in Milpitas, California) who operate robots through teleoperation consoles and capture operational data for client robotics and AI programs.as of 18 Oct 2026Stated by the company or an official page
TSMGTSMG (Lever job board)What it sellsTSMG recruits participants (for example in Pattaya, Thailand) to wear a head-mounted camera while doing everyday or work tasks for a large-scale robotics AI video data collection project, recording at least 4 hours of video per project day.as of 18 Oct 2026Stated by the company or an official page
TuringTuring (job posting, Foundation Capital job board)What it sellsIn a February 2026 job posting Turing says it is building the data layer for Physical AI across four pillars: synthetic data (sim), robot teleoperation, human motion capture and data enrichment.27 Feb 2026Stated by the company or an official page
UberTechCrunchLaunchUber launched an AV Labs division that sends its own sensor-equipped cars into cities to collect driving data for its autonomous vehicle partners (more than 20 at launch, including Waymo, Waabi and Lucid Motors).27 Jan 2026Stated by the company or an official page
UberPYMNTSWhat it sellsUber AI Solutions, Uber's AI data services business, acquired Segments.ai, a multi-sensor (lidar and camera) labeling platform for robotics and autonomous driving, to build out its lidar and multi-sensor annotation services.2 Oct 2025Stated by the company or an official page
VayVay (careers page)Pay to workersVay pays Remote Drivers in Las Vegas 18 US dollars an hour during training and 25 US dollars an hour after training, plus a monthly safety-related bonus.as of 18 Oct 2026Stated by the company or an official page
VayVay (company newsroom)FundingGrab agreed to invest 60 million US dollars in remote-driving company Vay, with a potential further 350 million US dollars if financial and operational milestones are met within the first year after closing.10 Nov 2025Stated by the company or an official page
VayTechCrunchNamed customerKodiak Robotics uses Vay's remote-driving system for its self-driving trucks: CDL-licensed operators remotely drive the trucks in low-speed, defined scenarios while Kodiak's system keeps running its checks.25 Jun 2025Stated by the company or an official page
Vision LabTechsauceFundingVision Lab, a San Francisco startup collecting factory-floor video and workflow data for industrial robots, raised 6 million US dollars from Silicon Valley investors.15 Jun 2026Stated by the company or an official page
Vision LabTechsauceWhat it sellsVision Lab works with more than 2,000 factories across Asia and Africa, mainly in China and India, to collect real production-floor data for robot training.15 Jun 2026Stated by the company or an official page
Waffle VideoWaffle Video (GRID site)What it sellsWaffle Video runs GRID, a marketplace where buyers commission new first-person video or request footage already held, from capture partners, alongside its own platform for teams that capture their own video.as of 29 Oct 2026Stated by the company or an official page
Waffle VideoWaffle Video (GRID site)WorkforceWaffle Video's GRID marketplace says the capture partners who have joined it declare more than 250,000 contributors between them, across Southeast Asia, South Asia, the Caucasus, Latin America, Africa, Europe and the US.as of 29 Oct 2026Stated by the company or an official page
Waffle VideoWIREDPay to workersA WIRED reporter who tried Waffle Video's app in May 2026 saw first-person video missions such as tying shoelaces and pouring water paying 25 US dollars per hour of video, and earned 20 US dollars for 125 approved uploads.26 May 2026Reported by an outlet
Welo DataWelo DataWhat it sellsWelo Data sells fully managed robotics and physical AI data collection: it rents the space, recruits participants, secures the site, runs collection, checks quality and delivers model-ready data.as of 18 Oct 2026Stated by the company or an official page
XDOFTechCrunchNamed customerXDOF told TechCrunch it is already working with 20 customers, including several frontier AI labs.4 Sep 2026Stated by the company or an official page
XDOFTechCrunchFundingTechCrunch reported, citing several people with knowledge of the deal, that XDOF is in late-stage talks to raise a Series B at a valuation of about 1.2 billion US dollars led by 8VC, less than three months after leaving stealth.4 Sep 2026Reported by an outlet
XDOFTechCrunchRevenueTechCrunch reported, citing people familiar, that XDOF's annualized revenue was approaching 50 million US dollars by early September 2026.4 Sep 2026Reported by an outlet
XDOFPulse 2.0FundingXDOF, founded by UC Berkeley researchers to collect robot teleoperation and egocentric data, emerged from stealth with 70 million US dollars in funding (TechCrunch lists Thrive Capital, Andreessen Horowitz, Lux and Spark Capital as participants).17 Jun 2026Stated by the company or an official page

Base: All 162 facts. "Reported" means an outlet reports it from sources the company has not confirmed.

Amounts stay in the currency and form their source gives; nothing is converted or totalled.

Credit: compiled by RobotTraining.jobs Research, Robotics Data Collection Companies: Who Sells Robot Training Data, to Whom, and What They Pay, October 2026 edition.

Robotics labs ยท Fleet operators ยท Data vendors ยท Research teams

Buy the data behind this report

This report sums up records we gather ourselves, day after day:

  • 1,432 robot training roles followed, history included

    Every role on 100 employer job boards, read each day since 12 Sep 2026: its pay, its place, and the first and last day it was up.

  • 536 apply clicks over 28 days

    Which robot training roles people really apply to, by kind of work, pay and place. The clicks happen here, so no one else can count them.

  • 25 sourced industry datasets

    Funding, revenue, deals, fleets, deployments and prices across the robot training industry, each record linked to the publication it comes from.

On offer

  • The raw records

    Every robot training role we track: title, employer, place, kind of work, pay as stated, and the days it was first and last open.

  • A regular feed

    New and closed roles every week or month, as file drops or through the data endpoints.

  • A custom cut

    Any figure here by country, city, kind of work, vehicle, employer or date, or your own hiring benchmarked against the market.

Need the people behind this data for your own robots? (you contract them yourself) or (we deliver the robot data).

Investing in robotics, AV or robot-data companies? The Robot hiring radar is these records role by role, every day, as files.

Robot hiring brief: free, once a month

The robot-training job market in figures, on the first weekday of each month: open roles, what opened and closed, who added and who cut, and posted pay by kind of work. To your work email.

How it was measured

The vendors' own pages and announcements, filings and reporting by major outlets, each linked beside its fact with a verbatim quote kept in the dataset. Each row carries a link to its publication and gives the number exactly as published, with no estimates or conversions. A note under every figure says what it covers.

Vendor
A company that sells robot training data, or the human work that produces it, to companies building robots, embodied AI, autonomous vehicles or drones.
Stated or reported
Stated: the company, a filing or an official page says it. Reported: an outlet reports it from sources the company has not confirmed.

Limits of this data

  • Built only from public sources. Anything never announced or reported is absent, and private-company figures are whatever the company or the press said, unaudited.
  • Vendors publish unevenly, so the number of facts reflects what is public, not a vendor's size.
  • Pay figures are the vendors' own stated offers, not measured earnings.

Collection and classification of listings are explained on the methodology page. Freshness, completeness and consistency are tested daily in the data quality report.

Monthly editions

The live page shows the dataset as of its latest review, and new events join it once they are made public. Every finished month also gets its own edition, locked two days after month end, so a number quoted from it stays fixed.

  • Live pageLatest review
  • October 2026 edition (you are here)Will lock when the next daily refresh runs

Quoting this report

You may quote, chart or republish these figures under CC BY 4.0, provided you link back to this page. This edition is locked: its numbers will not change.

Citation

RobotTraining.jobs (2026). Robotics Data Collection Companies: Who Sells Robot Training Data, to Whom, and What They Pay, October 2026 edition. https://robottraining.jobs/research/robot-training-data-vendors/2026-10

BibTeX

@misc{robottrainingjobs_robot_training_data_vendors_2026_10,
  author = {{RobotTraining.jobs}},
  title = {Robotics Data Collection Companies: Who Sells Robot Training Data, to Whom, and What They Pay, October 2026 edition},
  year = {2026},
  howpublished = {\url{https://robottraining.jobs/research/robot-training-data-vendors/2026-10}},
}
Files: every figure in one CSV (a row per value) or as JSON, emailed to your work address.Other open data: datasets and API

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