Auto Valuation Model

Services: Gradient Boosted Trees


Keller Williams wanted to strategically pivot into iBuying where they use predictive models to buy and sell real estate online.


KUNGFU.AI developed a proprietary XGBoost, Tree-based ML model that can predict home values accounting for thousands of structured and unstructured features. We  established a human-in the loop training systems where brokers can give feedback and train the models.

Auto Valuation ModelOutcome

Solution helped Keller Williams generate a new revenue stream which is currently being piloted in three markets.