Glossary

Data card

A structured record of how a dataset was collected, consented and licensed.

Definition

A data card is a structured record shipped with a dataset describing how it was collected, the consent basis, jurisdictions of capture, the license, and known limitations. It makes a dataset auditable rather than a black box of files.

01

Why it matters

Provenance is now a procurement and compliance requirement, not a nicety. A data card is what lets a buyer’s legal and ML teams sign off on training data with confidence.

02

How Firsthand handles it

Every Firsthand batch ships a data card recording jurisdictions of capture, the consent basis, the de-identification pass and the reject log.