Tag: proptech
AI for real estate: beyond property valuation
Automated valuations consistently disappoint. The Zillow Zestimate carries a median error near 2% on-market and far higher off-market. With 88% of commercial real estate firms piloting AI yet only 5% achieving their program goals, the real ROI is in operations like tenant screening, predictive maintenance, and lease processing.