Seamless integration of expert medical annotation into your ML workflows
Our data pipelines integrate seamlessly with your existing ML infrastructure, providing scalable, secure, and efficient medical data annotation workflows.
RESTful and GraphQL APIs for programmatic access to our annotation platform:
Native integrations with major cloud platforms:
Automatically ingest medical data from your cloud storage, PACS systems, or via API. Support for DICOM, NIFTI, PNG, JPEG, and other medical imaging formats.
Intelligent task routing to qualified medical experts based on specialty, availability, and historical performance. Automated workload balancing.
Board-certified physicians annotate data using specialized medical imaging tools. Real-time quality checks and consensus workflows for complex cases.
Multi-layer QA including statistical validation, inter-annotator agreement analysis, and senior expert review for high-stakes annotations.
Annotated data delivered back to your systems via API, webhook, or direct cloud storage write. Supports JSON, COCO, Pascal VOC, and custom formats.