10 IndustriesEgocentric capture for embodied AI

Egocentric Data Across Every Industry

First-person video and sensor data captured in real environments, purpose-built for robotics and embodied AI.

Home & Domestic Robotics

First-person capture of everyday household tasks in real living spaces, with natural clutter, varied lighting, and unpredictable layouts.

Tasks captured
Cooking mealsFolding laundryLoading dishwasherVacuumingOrganizing shelves
Modalities
RGBDepthGazeIMU

Warehouse & Logistics

Egocentric recordings of pick, pack, and sort workflows across distribution centers with thousands of SKU variations.

Tasks captured
Bin pickingOrder packingPalletizingInventory scanningShelf restocking
Modalities
RGBDepthIMU

Food Service & Commercial Kitchen

First-person video from professional kitchen environments capturing prep sequences, plating, and station management.

Tasks captured
Chopping and prepPlating dishesOperating equipmentStation cleaningPortioning
Modalities
RGBDepthGaze

Manufacturing & Assembly

Egocentric data from assembly lines and workbenches capturing precise hand-object coordination during repetitive production tasks.

Tasks captured
Component assemblySolderingQuality inspectionTool handlingWiring
Modalities
RGBDepthHapticIMU

Healthcare & Elder Care

First-person capture of patient-facing tasks where gentle force application and spatial awareness around humans are critical.

Tasks captured
Patient transferMedication handlingVitals monitoringRehabilitation exercisesInstrument handoff
Modalities
RGBDepthHapticGaze

Construction & Skilled Trades

Egocentric recordings from jobsites capturing tool operation across unstructured, constantly changing environments.

Tasks captured
Painting wallsElectrical wiringPlumbing repairsTile layingMeasuring and cutting
Modalities
RGBDepthIMU

Retail & Shelf Stocking

First-person data from store environments covering product manipulation, shelf organization, and back-of-store operations.

Tasks captured
Shelf organizationPrice taggingInventory countsUnpacking shipmentsDisplay setup
Modalities
RGBDepthIMU

Agriculture & Harvesting

Egocentric capture in outdoor and greenhouse settings with variable lighting, organic objects, and weather conditions.

Tasks captured
Fruit pickingPruningSoil inspectionGreenhouse maintenanceSeedling transplant
Modalities
RGBDepthIMUGaze

Automotive Service & Repair

First-person recordings in constrained workspaces capturing diagnostic sequences and mechanical repair procedures.

Tasks captured
Under-hood inspectionTire changesDiagnostic tool useParts replacementFluid checks
Modalities
RGBDepthHaptic

Hospitality & Housekeeping

Egocentric data from hotel and hospitality environments capturing repetitive but environment-variable cleaning and setup tasks.

Tasks captured
Bed makingBathroom cleaningRoom setupLinen foldingMinibar restocking
Modalities
RGBDepthIMU

Need egocentric data for your domain?

We design custom capture pipelines for any environment. Tell us about your use case.