How records are handled
Source attribution
California contractor information is derived from CSLB records. StateLicense normalizes the source fields into a consistent response model.
Freshness
Every returned license can include a last_updated timestamp. Treat that value—not a general marketing claim—as the indicator of record freshness.
Normalization
Source labels and formats are mapped to stable API fields. A missing field is returned as unavailable rather than inferred.
Human review
Automated checks should route identity mismatches, adverse status, incomplete records, and high-risk decisions to a qualified reviewer.