Intelligent Data Operations

Ingest petabytes from cloud storage. Filter segments using quality metrics and embeddings. Navigate billions of frames to curate valuable training data.

AI-Powered Annotation Pipeline

Build custom ontologies with nested classifications. Deploy SAM 2 and YOLO natively for automated pre-labeling. Preserve temporal context with native rendering (80% storage reduction, zero frame rate errors).

Model Validation & Analytics

Trace data segments that caused model failures. Monitor annotation quality through real-time dashboards. Validate predictions against ground truth with automated quality assurance.