NBFC providing Loans for second hand commercial vehicles

The client is a Non-Banking Financial Company that deals extensively

with providing capital loans..

CHALLENGES

Were not able to view past data for historic analysis.

Worked on an Excel based system without access to a database.

Were dependent on a third party MIS Team to create their dashboards

Needed a predictive model to know profile of customers that were likely to default on a loan.

Implemented a Power BI based solution with a Machine Learning model to predict high risk cases

Our solution easily integrated with the existing LMS system & data warehouse on cloud platform was built

The BI solution was also integrated with a mobile based data entry for customer onboarding

The client was able to identify variable characteristics for improved risk profiling at the time of loan issue

A significant reduction in manual efforts with a boost in sales productivity

Less dependency led to faster generation & democratization of insights and efficient business decisions