Government agency, Panama Live
Property listing compliance monitor.
The entire market, audited nightly.
- Problem
- Sellers re-date old listings without changing a thing, so stale stock looks fresh.
- System
- Every listing is snapshotted and diffed against its own history. A scoring layer separates genuine updates from manufactured ones.
- Result
- Only the anomalies reach the agency, at 8am every day.
