Demo data — fictional Louisiana companies, projects and opportunities. Not real records.

Ingestion & enrichment layer

Sources & Provenance

Louisiana Works does not recreate databases that already exist, and does not run unauthorized scraping. Each connector is an adapter: source adapter → raw data → normalization → entity resolution → canonical record.

Louisiana Secretary of State commercial API

API
Reference
Authorized commercial endpoint
Collected
Aug 25
Last verified
Aug 25
Confidence
95%
Status
VERIFIED
Restrictions
Use per API terms; attribution retained

Statewide public bid postings

PUBLIC DATASET
Reference
Public procurement listings
Collected
Aug 25
Last verified
Aug 25
Confidence
90%
Status
PUBLICLY SOURCED
Restrictions
Public record

Parish permit feeds

RSS
Reference
Parish government feeds
Collected
Aug 24
Last verified
Aug 25
Confidence
80%
Status
PUBLICLY SOURCED
Restrictions
Public record

Economic development partner feed

PARTNER FEED
Reference
Authorized partner agreement
Collected
Aug 22
Last verified
Aug 24
Confidence
88%
Status
VERIFIED
Restrictions
Partner agreement — no redistribution

Company uploads (capability statements, licenses)

USER UPLOAD
Reference
Owner-provided
Collected
Ongoing
Last verified
Ongoing
Confidence
93%
Status
USER REPORTED
Restrictions
Owner-controlled visibility

Source Louisiana / Supplier.io adapter

API
Reference
Adapter ready — pending authorization
Collected
Last verified
Confidence
Status
UNVERIFIED
Restrictions
Not enabled until access is authorized

Provenance labels used everywhere in the product

VERIFIEDUSER REPORTEDAI INFERREDPUBLICLY SOURCEDUNVERIFIED

Original source data is never destroyed. Merges preserve source history, and every change records who changed it, when, from which source, the previous value, the new value, confidence and verification state.