Data integrity
Provenance is a feature, not a footnote
Prospecting data is only useful if you can tell where each field came from. Xalori labels all three kinds, on every record, every time.
Source
Directly supported by the public record
Taken from the published filing exactly as the issuing authority recorded it — entity, address, class, status, date.
Derived
Calculated or structured from source data
Deterministic work on top of the record: normalized addresses, resolved locality, elapsed time, filings grouped under one entity.
Inferred
Interpretation, explicitly identified
Analyst or AI-assisted reads that go beyond the record, such as a likely establishment format. Always marked, never presented as source fact.
A license application record establishes that an application exists, at a stated status, on a stated date. Xalori does not treat it as evidence that a business is pre-opening, when it will open, or what technology decisions it has made. Whether these filings are a useful prospecting signal is the question validation is testing — not a result we are claiming.