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white paper

Empowering Financial Institutions

Leverage Advanced Analytics and Predictive Insights to unlock maximum efficiency
Authors
Vipul Chopra
Vipul Chopra

Data Scientist

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Rahul Trehan
Rahul Trehan

Associate Principal Engineer - Data Analytics

connect
Sandeep Shukla
Sandeep Shukla

Chief Technology Strategist

connect
Lakshay Verma
Lakshay Verma
connect
Kamal Kumar
Kamal Kumar
connect

Financial performance enhancement through data-driven Insights

As data becomes a privilege instead of a commodity, C-suit executives and operation teams look for methods to leverage it and make insightful decisions for improving their operational efficiencies, finances, and overall performance.

This white paper takes an example of credit card products and one of the key metrics, ‘Cost-to-income Ratio’, that measures operational efficiency. We discuss the levers available to banks and financial institutions like advanced data analytics, machine learning (ML), and decision sciences to gain insights about customer behavior and business operations and take proactive decisions to positively influence their performance metrics.

We will also cover the role of predictive analytics for institutions to stay competitive by leveraging near real-time information from their internal data sources and external sources, such as social media, market trends, news feeds, etc.

This white paper delves into:
  • Insights of ‘Cost-to-income Ratio
  • Customer Data Platform (CDP)
  • Nagarro's POV through a reference implementation
  • Recommendations for improving the cost-to-income ratio
Authors
Vipul Chopra
Vipul Chopra

Data Scientist

connect
Rahul Trehan
Rahul Trehan

Associate Principal Engineer - Data Analytics

connect
Sandeep Shukla
Sandeep Shukla

Chief Technology Strategist

connect
Lakshay Verma
Lakshay Verma
connect
Kamal Kumar
Kamal Kumar
connect
Empowering Financial Institutions:
Leverage Advanced Analytics and Predictive Insights to unlock maximum efficiency

Download white paper