How we automated a real-estate lead pipeline

The issue was not lead volume, but lead fragmentation. Five portals, inconsistent email formats, no shared follow-up source and far too much manual input.

The workflow was designed in two layers: reliable extraction of data from inboxes, then normalization into a single structure the commercial team could actually use. Once this foundation is stable, notifications and reporting become simple.

Automation did not replace sales work. It removed the work around the lead that carried no value.