HHD Real Estate AI Brief

McKinley — a named customer — recorded a 46% eviction-rate decline and 98.6% occupancy in 2025.

Platform delivers an automated approve/deny within hours versus an industry average of several days.

Rent Guarantee product backs decisions contractually: Findigs investigates and bears cost if fraud occurs.

RowNet represents a query property via pairwise similarity features against a memory bank of labelled properties.

A two-layer retrieval sequence — coarse feature-only, then target-consistency — feeds a mixture-of-experts output module.

Architecture targets heterogeneous features, sparse regional effects, and comparable-property logic standard models handle poorly.

RealAssist launches in limited beta across desktop, app, and mobile web, with full rollout to follow.

Google Gemini and Google Cloud power commute mapping, neighbourhood visualisation, and seasonal street views.

Filter-based search will persist alongside RealAssist rather than be retired, diverging from rivals' stance.