Industries

Training data for every industry we serve

The same pipeline and the same review standard, tuned to each industry's data, rules, and deadlines.

A carry-on bag in a bin rolling into an airport X-ray baggage scanner

Public sector

Government, national labs, and regulated multimodal programs.

1 case study
A coastal radar mast and radome on a rocky headland at blue hour

Defense & security

SAR imagery, drone video, and intelligence text.

3 case studies
A dark test car with a roof-mounted camera and lidar pod at a wet suburban intersection at dawn

Autonomy

Real and synthetic driving, trucking, and maritime video.

4 case studies
A reviewer seen from behind at a desk facing a wall of small monitors showing video thumbnails

AdTech

Brand safety and content moderation across every format.

2 case studies
A person looking over rows of solar panels toward wind turbines on a ridge at golden hour

CleanTech

Recycling sensors and carbon-emission data.

2 case studies
A barcode scanner on a cart in a warehouse aisle lined with shelves of boxes

Retail

Drone-delivery vision and product catalogs at scale.

2 case studies
A claims adjuster seen from behind photographing a dented car door with a phone

InsurTech

Claims documents turned into structured fields.

1 case study
An open handwritten ledger with a magnifying glass and archival gloves on a reading-room table

Genealogy

Historical records, extracted and made searchable.

1 case study
A researcher writing at a library table with open notebooks, papers, and a laptop

Research

University labs, national labs, and low-resource languages.

1 case study
Two engineers seen from behind sketching a diagram on a whiteboard beside a wall of monitors showing line charts

AI & technology

Model builders, AI startups, and validation platforms.

2 case studies

Get your data ready for AI

Tell us what data you have and where it lives. We'll set it up on the platform, run by your team, ours, or both — and deliver it versioned, in your format.

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