$ cat commercial.md
Julia's Data is packaged for commercial review from the start. The goal is to deliver Brazilian Portuguese medical audio reviewable by buyers who need confidence in provenance, consent, technical consistency, and delivery structure.
Each delivery is designed to include source-to-audio provenance, speaker identity and consent status, recording-session metadata, file-level technical metadata, and rights fields that can be inspected before integration. This is intended to make procurement, legal review, and internal ML evaluation materially easier. Deliveries can be provided through an S3-compatible storage bucket, with audio segments, transcripts, and JSON manifests organized for direct buyer review and ingestion.
Medical source material is handled with de-identification and release-review tracking before it becomes recordable content. Before delivery, records are reviewed for transcript alignment, speaker labeling, metadata completeness, and file integrity, with checksums and structured manifests included for ingestion validation.
Commercial access can start with sample materials or a pilot pack, then expand to broader catalog licensing or custom collections depending on the use case. Non-exclusive commercial licensing is the default model, with dedicated or exclusive arrangements available for custom runs.
If you are evaluating the dataset internally, the usual process is sample review, schema and metadata review, and a licensing discussion before a pilot or broader delivery. For commercial questions, contact julia@juliasdata.com.