To maintain a competitive advantage in the fast‐moving home loan market, the Aavas Financiers Ltd. began an initiative to automate and formalize its lead generation to loan origination processes which includes lead generation, assessment, review, approvals, and loan disbursal. The task was to digitise the lead management to reduce the time and unifying the leads from different channels to complete the loan origination while increasing the integrity of credit decisions and loan documentation.