Auto Valuation Model

Services: Gradient Boosted Trees
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Challenge

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

Solution

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.