Hybrid Coaching Module for Fuel Efficient Driving IoT and machine learning based solution for correlating usage patterns with fuel consumption Global Automotive Industry Leaders Challenge Vehicle owners’ complaints that hybrid vehicle mileage wasn’t living up to expectations. Drivers’ lack of knowledge about the most fuel-efficient ways to drive hybrid vehicles.

Market Basket Analysis Actionable insights for cross selling across brands Major consumer packaged goods manufacturer Challenge Client was looking for innovative ideas to improve sales. Business needed better means to get an edge over competition other than promotions. A lot of data from various sources were available however it was

Data Driven Customer Churn Prevention Improving brand loyalty in the retail sector Major Consumer Packaged Goods Manufacturer Challenge Our client experience large percentage of customer churn. There was no proper metrics to determine the cause of customer churn. Putting a pin on common causes such as price, product availability, competition