Technical insights
Our technical papers
The evolution of forecasting techniques: Traditional versus machine learning methods
Machine learning methods have been proposed in academic literature as an alternative statistical means for forecasting operations. This technical paper examines the differences in their relative performance regarding accuracy, functionality, and computational requirements.
COVID-19: Impact and recommendations for credit risk management
In this piece, we outline the challenges that the banking and financial services industries are experiencing as a result of the COVID-19 pandemic. And we explore how data and analytics can help companies effectively identify, manage, and mitigate credit risk as we move forward.
Using artificial intelligence to sell mutual funds
Finance is in the midst of a technological revolution. To overcome inefficient prospect qualification, inconsistent sales processes, and forecasting challenges, data-driven decisions are a must. Discover how artificial intelligence (AI) is helping capital markets create more efficient and effective processes.
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Augmented intelligence in life sciences
Enterprises realize the greatest benefits of machine intelligence when it's used to amplify human intelligence. In the pharmaceutical and life sciences industry, data is an increasingly valuable resource - see how augmented intelligence is helping businesses make the most it.
Machine learning epidemiological models for COVID-19
Epidemiological models are often used to forecast the growth of infectious diseases, but they have some limitations. Our COVID-19 forecasting model can help hospitals manage resources more effectively, help businesses prepare for a new normal, and protect employees.
How good is your investment sales team?
To assess sales performance in investment management, separate luck from skill, then uncover insights with analytics.
Data strategy for AI solutions
Build, buy, or partner? See how to decide the best approach for using data to solve machine learning and AI problems.
Putting theory into practice
Augmented intelligence
The ability to make the right decision at the right time is what separates leading enterprises from their competition. See how a strategic mix of machine intelligence combined with human judgment will enable your business to make informed decisions at speed and scale.
Intelligent automation
Automation at Genpact goes beyond eliminating repetitive or manual process steps. When you combine a range of technologies to introduce automation within the context of a function or industry, you can create seamless end-to-end processes and experiences that boost growth, reduce costs, and mitigate risk.
Experience-led transformation
In the business world, experience-led transformation is about connecting people, process, and technology through a human-centric lens. Across a range of industries, we help enterprises reimagine, design, and engineer world-class user experiences for their employees, customers, and partners.
