This document describes Modgen, an artificial intelligence company that provides a platform for automated recommendation and prediction. It can predict things like customer behavior, risk, churn, upsell, and delinquency. It can also recommend products, movies, songs, news, and other items. The platform aggregates and processes data to build precise predictive models using machine learning and AI. It delivers insights and decisions within hours using proprietary filters and boosters. Examples are provided showing recommendation of TV shows, prediction of customer churn for a telco, prediction of oil additives from IR spectra, and personalized shopping experiences for e-commerce sites.