Retail & E-commerce
Product recognition, shelf analytics, and shopper behavior labeling.
Industries
Human-verified training data for retail, automotive, healthcare, agriculture, sports, security, livestock, robotics, geospatial, NLP, and audio AI programs.
Automotive & Autonomous Vehicles
LiDAR, bounding boxes, and lane detection for AV stacks.
Healthcare AI
Medical segmentation with specialist physician QA.
Agriculture AI
Drone imagery and precision farming vision datasets.
Sports Analytics
Player tracking, pose estimation, and event detection.
Security & Surveillance
Person detection and activity recognition at scale.
Animals & Livestock
Herd tracking and animal health monitoring.
Worker Safety
PPE detection and compliance monitoring.
Robotics & Industrial Automation
Manipulation, navigation, and factory vision datasets.
Geospatial / Drone AI
Orthomosaic tiling and aerial object detection.
LLM / NLP
NER, sentiment, and document labeling for language models.
Audio & Speech
Transcription, diarization, and acoustic event datasets.
Need industry-specific annotation guidelines?
Our project managers build playbooks for your vertical — taxonomy, edge cases, QA depth, and compliance requirements.