
Defined.ai's data collection service sources high-quality, ethically-cleared training data across all major modalities — audio (conversational, IVR, emotional tone), image (objects, facial expressions, gestures), video (egocentric, behavioral, action footage), text (multilingual, sentiment-rich, domain Q&A), and multimodal/sensor data for robotics. It draws on 1.6M+ vetted contributors across 150+ countries, 500+ languages, and 175+ domains, with multi-layer QA (automated checks plus human review) and full consent/copyright clearance. It's ISO 27001/27701/42001, GDPR, and HIPAA compliant, serving healthcare, financial services, automotive/robotics, conversational AI, and content moderation use cases.