exhaustvalveDomain expertise, not just labels
Annotation quality depends on understanding the domain. Our teams receive industry-specific training, and domain specialists — clinicians, linguists, engineers — validate sensitive datasets.
Autonomous Mobility & ADAS
Perception datasets for self-driving and driver-assistance systems: 3D cuboids in LiDAR point clouds, camera–LiDAR–radar sensor fusion, lane and drivable-area segmentation, pedestrian and vehicle tracking with persistent IDs across frames.
Healthcare & Medical AI
DICOM imaging annotation, clinical text de-identification and labeling, medical record indexing and pathology classification — validated by medical professionals and processed under strict GDPR safeguards for health data.
E-Commerce & Retail
Product categorization and attribute tagging, catalog enrichment and cleanup, visual search training data, review sentiment analysis and recommendation-engine datasets that grow basket size.
Finance & Insurance
Document field extraction for invoices, claims and bank statements, fraud-detection dataset labeling, contract clause annotation and KYC document processing — with bank-grade confidentiality.
Geospatial & Agriculture
Aerial and satellite imagery segmentation, crop and land-use classification, infrastructure monitoring and change detection for earth-observation models.
Robotics & Manufacturing
Object grasping and manipulation datasets, defect detection for quality inspection, warehouse scene understanding and human-robot interaction labeling.
AI Labs & Foundation Models
RLHF and preference data at scale, multilingual SFT corpora, evaluation benchmarks and red-teaming programs for teams building or fine-tuning large language and multimodal models.
Legal & Public Sector
Legal document classification, entity extraction from case files, multilingual government datasets and privacy-first workflows suitable for public administrations.
Trust & Safety
Content moderation datasets, policy classification, toxicity labeling and harmful-content detection — with structured well-being support for the annotators who do this work.
Don't see your industry?
Our teams ramp up on new domains quickly: we build a guideline playbook, train a dedicated team on your edge cases, and prove quality in a free pilot before you spend a euro.
Talk to us about your use case