Real Estate Valuation Engine

Generates AI-powered property valuations using a multi-factor model: recent comparable transactions (within 500m, 6 months), micro-market demand indices, floor and view premiums, infrastructure proximity scores (metro, school, hospital), and macro trend adjustments. Outputs a valuation with a confidence interval, comparable property benchmarks, and a factor-by-factor attribution breakdown — enabling banks, developers, and investors to validate or challenge valuations in seconds.