Demo Data Notice
The PIDS property catalogue used in this pilot is synthetic demo data intended for product evaluation and workflow validation. It is not a live market feed and must not be used as the sole basis for real-world acquisition or investment decisions.
Matching, scoring, and recommendation outputs reflect deterministic rules applied to that demo dataset. Soft preference markers are advisory only.