Early Warning System(EWS) helps lenders track borrower health across multiple dimensions and highlight any signs of potential default. This is achieved through a combination of event driven alerts and predictive ML modelling. Lenders can group borrowers across portfolios and analyze them for risk across segments, products and geographies. The alerts (and predictive models) are compatible with public, private and consent based sources. EWS has a comprehensive alert library that covers over 200 configurable alerts that help business teams set up and monitor their portfolios. Lender's can also integrate their core banking systems and data warehouse from where account conduct information can also be accessed. Custom predictive models are also provisioned, based on private data that is unique to each lender.