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Showing posts from December, 2016

Artificial Intelligence and Indian Banking sector

What is Artificial Intelligence (AI) According to WIXEncyclopedia “ AI is a branch of computer science that develops machine systems capable of demonstrating behaviours linked to human intelligence. AI programs use data collected from different interactions to improve the way they mimic humans in order to perform tasks such as learning, planning, knowledge representation, perception and problem-solving ”   Thus, AI is the science of making a computer or a software think intelligently just like a human brain, towards learning how to solve a problem. In a way it helps personalise interaction between a human being and a machine. AI tools are based on three main cognitive skills of learning, replicating and reasoning. AI makes a machine, generally a computer, capable of thinking and responding like a human being. The tasks involving a set of algorithms become automatic through intelligent programming based on learning through experience. Artificial Intelligence (AI) has been stea...

Pricing of Bank Loans

As we wrap up 2016, and reflect on issues affecting Indian Banking industry during the year (apart from Demonetization), Profitability of Banks crops up as one of the most outstanding issues. The subject got into focus in the face of write-offs of doubtful or bad loans, requiring a provision to be made out of profits. For the uninitiated it presented a strange scenario whereby Banks continued to register ‘operational profits’, but the bottom line showed ‘net losses’ mainly on account of additional provisioning for doubtful debts. In this context, for a layman, it is relevant to understand nuances in fixation of loan pricing, as provisioning for doubtful debts and its impact on profitability shall continue to shadow Banks in 2017 as well. Let us first understand Bank’s profitability model. Bank’s profits are mainly driven by the difference in interest it earns on loans as against interest it pays out on deposits, with the margin getting squeezed by administrative expenses. Bu...