AI Articles and Analysis in Finance

Explore articles and analysis related to artificial intelligence in finance, including coverage of banking, insurance, fintech, and more.

Artificial Intelligence at Square

Artificial Intelligence at Square – Two Use-Cases

Square is a financial services company that aims to “build common business tools in unconventional ways so more people can start, run and grow their businesses.” Founded in 2009 in San Francisco by Twitter Co-Founder Jack Dorsey and Jim McKelvey, Square reports total net revenue of $9.5 billion for 2020.

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Document Search and Discovery in Banking - An Analysis of the Field

An Analysis of AI-Powered Document Search Capabilities in Banking

The financial services industry is buried in paperwork, and the NLP use-cases in banking and insurance grow every year.

AI Impact in Mortgage Processing Workflows@2x

AI Impact in Mortgage Processing Workflows

This article has been sponsored by Iron Mountain, and was written, edited, and published in alignment with Emerj's sponsored content guidelines. 

Deploying a Chatbot in Financial Services

Deploying a Chatbot in Financial Services – Strategic Considerations

Our AI Opportunity Landscape research clearly demonstrates how chatbots are relatively over-hyped in the marketplace, and most buyers drastically overestimate their effectiveness as a result. Some of our press releases about the bloviated claims about chatbot deployments have ruffled the feathers of conversational interface vendors.

Unifying AI Initiatives and Focusing on Impact

One of Australasia’s Largest Banks Unifies Their AI Efforts

The following is a case study for Emerj's AI Opportunity Landscape research. To learn more about how we help companies develop winning AI strategies and identify the highest-ROI applications, watch the two-minute video summary of our AI Opportunity Landscape research.
Problem
The bank had many scattered AI projects, but struggled with:

Artificial Intelligence at Mitsubishi UFJ Financial - Current Initiatives

Artificial Intelligence at Mitsubishi UFJ Financial – Current Initiatives

Mitsubishi UFJ Financial (MUFG) is a Japanese holdings bank and financial services company ranked 5th on S&P Global’s list of the top 100 banks, and the largest Japanese bank on the list.

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Machine Learning in Payments - an Overview in Disruptive Times

Machine Learning in Payments – an Overview in Disruptive Times

The coronavirus pandemic has ushered in a new era of digital payments; those who once mailed checks and made purchases in person are now paying their bills electronically and shopping online. As the economy is rattled by the coronavirus, there are some AI startups in the payments space that will succeed and others that will fail. All are pivoting rapidly to eCommerce, if that wasn't already their focus to begin with.

AI-Based Enterprise Search for Claims Processing and Fraud Detection

AI-Based Enterprise Search for Claims Processing and Fraud Detection

Large insurance companies have been experimenting with AI since the middle of the 2010s, piloting chatbots and collecting telematics data for future AI projects. The insurance industry more than many others relies on the collection of data to make critical business decisions.  Whether writing policies, or processing claims efficiently the way insurers employ data will determine the lifetime value of the customer.  

Finance

Explore articles and analysis related to artificial intelligence in finance, including coverage of banking, insurance, fintech, and more.