Industries

Labeling that speaks
your industry's language.

Every domain has its own edge cases. We build taxonomies, guidelines and QA checks around yours.

Autonomous Mobility

Perception data for self-driving, ADAS and delivery robots.

  • 3D cuboids
  • Lanes & drivable area
  • Sensor fusion

Healthcare & Life Sciences

Medical images and clinical text, labeled to strict guidelines.

  • Radiology & pathology
  • Segmentation
  • Clinical NER

Retail & E-commerce

Catalog data that powers search, discovery and recommendations.

  • Product tagging
  • Attribute extraction
  • Visual search

Agriculture & Geospatial

Field, drone and satellite imagery turned into usable labels.

  • Crop & weed detection
  • Aerial segmentation
  • Change detection

Manufacturing & Industrial

Visual inspection data that catches defects before customers do.

  • Defect detection
  • Pose estimation
  • Anomaly tagging

Finance & Documents

Document AI for invoices, claims, contracts and KYC forms.

  • OCR & transcription
  • Key-value extraction
  • Classification

Generative AI & LLMs

Human judgment for training and evaluating foundation models.

  • RLHF & ranking
  • SFT datasets
  • Safety evaluation

Don't see your industry?

Tell us about your data and we'll shape a labeling workflow around it.

Talk to us

Ready for training data
you can trust?

Tell us about your project and we'll recommend the right workflow, starting with a pilot on your own data.