Encord

A data infrastructure platform for training and running AI that manages, curates, annotates, and evaluates multimodal data including video, LiDAR, audio, text and sensor data across pre-training, post-training and deployment. It serves enterprise and physical AI teams including developers, data teams and engineers building robotics, autonomous vehicles, and multimodal models. It is delivered as a SaaS and infrastructure API platform with managed annotation, data collection and private cloud integration options.

Key features

• Native video annotation
• LiDAR annotation
• Audio and text annotation
• Sensor fusion workflows
• Label lineage tracking
• Quality controls for production
• Embedding-based search
• Model-in-the-loop curation
• Data collection from fleet and facilities
• RLHF orchestration
• Rubric-based evaluation
• Pairwise model comparison
• Data indexing and curation
• Private cloud integration
• Role-based access controls
• SSO integration