About This Service

Created a unique agnostic product which provides the customer top three reasons for receiving a particular score. It allows clients to comfortably implement the best models for them and provide significant insights to ameliorate productivity and efficacy which would increase revenue and reduce cost.

Limitations of Existing Solutions

• In existing solutions reasons were only generated using Logistic Regression.
• Clients were unable to leverage more accurate models such as XgBoost and Random Forest since they acted as black boxes and were unable to generate reasons as to why a data point was attributed to a particular class.

Our Solution

• To counter the above limitations we have developed "Scorlytics" which is a model agnostic product and can easily be integrated with existing client systems or with newer models(XgBoost, Neural Networks, Random Forest etc.).
• The solution is available both as Web API and an On-premise solution.
• In case of a Web API, "Scorlytics" would access your existing model to get predictions and data in a complete end to end encrypted format, using which our system would generate top positive or negative reasons.

Impact

• It allows clients to comfortably implement the best models for them and provide significant insights to ameliorate productivity and efficacy which would increase revenue and reduce cost.