AVMs, bank transaction analysis, HOA lien tracking, cash flow underwriting, and AI — how private and hard money lenders use alternative data to build a sharper, multi-dimensional risk picture from origination through ongoing servicing.

Alternative data — behavioral payment histories, property analytics, permit records, and public records intelligence — fills the underwriting gaps that standard credit reports leave for private and hard money lenders. This glossary defines each data category and explains how it applies to loan origination, servicing, and note sale preparation.

Alternative data expands private mortgage underwriting beyond FICO scores by incorporating non-traditional payment histories, automated bank statement analysis, public records, and property performance metrics — giving hard money and private lenders a more complete view of borrower creditworthiness.

Alternative data gives hard money and private lenders the evidence base their borrowers actually need: rent payment history, utility records, cash flow analytics, and property condition signals that FICO scores miss.