
Raw data (without annotation)
Secure ingest, checksum validation, deduplication, and metadata curation without labels.
What we annotate
- • DICOM validation & hashing
- • De-identification optional
- • Folder normalization
- • Manifest & previews
- • Secure packaging
Guidelines & Ontology
We co-author detailed instructions, example galleries, and edge-case rules.
QA & Consensus
Dual review, inter-rater agreement tracking, escalation to clinicians.
Exports
DICOM, NIfTI, COCO, YOLO, CSV, JSON — or your custom schema.
Workflow
- 1) Secure ingest & PHI minimization
- 2) Pilot batch & calibration
- 3) Production with SLAs
- 4) Continuous QA & weekly reporting
- 5) Delivery & acceptance testing

Deliverables
- • Labels + previews
- • QA report & acceptance logs
- • Guideline docs & ontology JSON