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We study paycheck optimization, which examines how to allocate income in order to achieve several competing financial goals. For paycheck optimization, a quantitative methodology is missing, due to a lack of a suitable problem formulation. To deal with this issue, we formulate the problem as a utility maximization problem. The proposed formulation is able to (i) unify different financial goals; (ii) incorporate user preferences regarding the goals; (iii) handle stochastic interest rates. The proposed formulation also facilitates an end-to-end reinforcement learning solution, which is implemented on a variety of problem settings.

It has been known to create paintings, write poems and even learn languages on its own. But could Artificial Intelligence also make you richer? Last week, it emerged JPMorgan Chase is developing a service similar to the AI-powered ChatGPT which would help customers select investments and give financial advice. Separately banks Goldman Sachs and Morgan Stanley have started testing the tech internally as businesses speed up their apparent AI arms race. It begs the question whether financial advisors will be needed at all in a few years as computers offer a quicker (and cheaper) alternative.

Founder & CEO of MovoCash, Inc., where he's combining the best of banking & blockchain through MOVO, a highly secure payment card platform. Artificial intelligence (AI) has transformed financial services in recent years and is poised to completely revolutionize the world of payments in the near future. With the ability to quickly analyze massive quantities of data to derive important insights and information, AI is used by businesses to create efficiencies and recognize patterns that can improve decision making. The average consumer may not even realize the many ways AI is already being used behind the scenes by the businesses interacted with every day, but as many lives continue to become more connected and more reliant on digital technologies and processes, its use is likely to only increase. This can bring many benefits, such as helping the financial industry fight fraud, deliver better customer experiences and create new efficiencies and conveniences when it comes to payments.

Artificial Intelligence in an open banking environment has revolutionised the way customers approach and leverage their financial information. The face of banking is changing across Australia and around the globe. With the launch of open banking and the Australian Consumer Data Right, the latest digital technologies and an ever-changing regulatory landscape, customers are demanding enhanced experiences and increased value for money. Artificial Intelligence (AI) is just one technology that is enabling banks and financiers to provide increased efficiencies behind the scenes, new product lines upfront, and to ensure a heightened customer experience for all. The customer experience has become the significant driver of any brand's growth and often their point of differentiation.

This article was first published on the Impact Money Blog. The Impact Money Blog sat down with Puneet Gupta to find out why he left Dvara Trust (formerly known as IFMR Trust), a group he co-founded in 2007, to start Kaleidofin, an ambitious fintech company that wants to make savings and investment convenient for millions of customers at the base of the economic pyramid. Puneet Gupta, a veteran social entrepreneur in the field of microfinance, knows the poor would be better off saving rather than borrowing to achieve their financial goals. Although microfinance has been credited with improving the lives of hundreds of millions of people in the developing world, the industry has grappled with the ethics of indebting the most economically vulnerable. This is particularly true in India, which experienced a regulatory backlash over this issue in 2010 that threw the industry into turmoil.

There are certain aspects of banking that should never change: Trust. At the same time, banking should constantly evolve in ways that better meet – and even anticipate – people's needs. One example is using Artificial Intelligence (AI) tools to help ensure a more consistent, efficient and secure banking experience. The result for the customer is a more positive and seamless experience with their bank and greater value as they reach their financial goals. The benefits for the bank include deeper relationships with customers, as well as a workplace culture that fosters continuous improvement.

They may have no choice, if they wish to survive. Consumers, accustomed to experiences with Amazon, Netflix, and Starbucks, demand rapid fulfillment of requests, personalized solutions, and constant attention from their financial providers. With the wealth of data possessed by banks and credit unions, consumers not surprisingly expect providers to know them, value them, and reward them for their relationships. Given the rise of digital and challenger banks, traditional banks and credit unions must find new ways to maintain their share-of-wallet and customer trust. Technologies that integrate artificial intelligence and big data analytics provide financial institutions with unprecedented visibility into their customers' financial dynamics, enabling the kind of personalized service which they crave.

They may have no choice, if they wish to survive. Consumers, accustomed to experiences with Amazon, Netflix, and Starbucks, demand rapid fulfillment of requests, personalized solutions, and constant attention from their financial providers. With the wealth of data possessed by banks and credit unions, consumers not surprisingly expect providers to know them, value them, and reward them for their relationships. Given the rise of digital and challenger banks, traditional banks and credit unions must find new ways to maintain their share-of-wallet and customer trust. Technologies that integrate artificial intelligence and big data analytics provide financial institutions with unprecedented visibility into their customers' financial dynamics, enabling the kind of personalized service which they crave. This underscores that automation in banking is about far more than generating new cost efficiencies.

Today's consumers want financial wellness tools that help them proactively manage their money. Join this VB Live event to learn how the industry's most innovative companies are using artificial intelligence (AI) and machine learning to build the kind of financial solutions and apps to attract and engage today's evolving consumer. Traditional personal finance management tools don't hold consumer interest because they don't offer what customers are really looking for, says Tiffani Montez, retail banking senior analyst at Aite Group, a research and advisory firm specializing in the financial services industry. "So what's next?" she asks. "Banks and credit unions are asking if there's a way to rebuild the tools we have today to drive true engagement with the customer."