Versioned by design
Source manifests and checksums make every imported revision identifiable and reproducible.
Data provenance
NAICS Pulsar keeps the Census Bureau record authoritative. Search technology helps you reach the right record; it never rewrites the official title, hierarchy, or definition.
Primary files
Each day, NAICS Pulsar checks the official source metadata. A changed source is recorded as a new observation and prepared as a new revision; the active dataset is not silently overwritten.
Source manifests and checksums make every imported revision identifiable and reproducible.
New official releases are added alongside prior revisions so changes can be audited over time.
Semantic matching ranks official candidates; every answer resolves to a Census-backed record.