Production Datasets
Ready for Evaluation or Scale

Browse production-ready dataset tiers by volume, from free 1K evaluation samples to 1M-record enterprise packages.

WITNESS DATA FACTORY provides fully synthetic oncology dataset downloads in JSONL format for research, analytics, testing, and AI/ML development. Every tier uses the same schema structure, so teams can inspect, benchmark, and scale without changing their workflow.

Oncology
Evaluation