How it works

From public sources to actionable intelligence

SiteLead runs scheduled ingestion jobs against legal public data sources, normalizes records into a shared schema, and surfaces them in the app with full provenance.

View data sources

The pipeline

1. Ingest
Scrapers and API connectors pull from configured public sources on a schedule.
2. Normalize
Projects, contractors, and owners are deduplicated and linked with source references.
3. Review
Admin tools flag degraded sources and records needing human review.
4. Search & act
Your team searches, saves, follows, and coordinates labor inside the app.

No black boxes

Every project and contractor record shows where the data came from and when it was last retrieved. If a source is down, you will see that in admin health views — not silent stale data presented as fresh.