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GPT-3 Use Cases in Banking, Finance and Fintech

News Desk Staff by News Desk Staff
February 2, 2023
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GPT-3 Use Cases in Banking, Finance and Fintech
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Since its launch in November 2022, synthetic intelligence (AI)-powered chatbot ChatGPT has garnered a lot pleasure within the know-how trade, praised by trade observers and consultants for its skill to precisely reply questions, mimic human language and full a variety of duties, from creating software program to formulating enterprise concepts.

Developed by American AI analysis laboratory OpenAI, ChatGPT is a chatbot that’s in a position to articular solutions throughout many domains of data, deal with complicated queries, debug pc packages, compose music, write poetry, and rather more.

ChatGPT leverages Generative Pre-trained Transformer 3 (GPT-3), a language mannequin skilled on massive Web datasets. GPT-3 is aimed toward pure language answering of questions, however it might probably additionally translate between languages and coherently generate improvised textual content.


With 175 billion parameters, GPT-3’s language mannequin is said to be one of many largest language processing AI fashions to this point, making it higher than any prior mannequin for producing human-like textual content.

Within the banking and fintech sector, functions for GPT-3 are wide-ranging, encompassing chatbots for buyer inquiries, doc processing and report technology, personalised monetary recommendation, monetary forecasting and fraud detection, to call a number of.

Buyer assist and inquiries

GPT-3 will be built-in into digital assistants to offer 24/7 buyer assist and reply to a buyer’ monetary inquiry in a immediate method, whether or not that’s an account stability inquiry, or getting an replace on a mortgage standing.

The know-how will also be used to facilitate the work of assist employees, by, for example, classifying tickets based mostly on their content material after which, getting them appropriately assigned, or by summarizing inquiries, serving to thus brokers rapidly perceive the difficulty and supply an acceptable response in a swift method.

Doc processing

As a result of GPT-3 is ready to robotically extract info from paperwork and textual content, the know-how can be utilized to generate monetary studies and summaries, finally lowering effort and time in handbook knowledge evaluation and processing.

The know-how is ready to analyze massive quantities of economic knowledge, establish patterns and extract important insights, making it a robust device to be used instances resembling monetary forecasting and funding evaluation.

Customized monetary recommendation

Advisors can use GPT-3 to offer their clients with personalised monetary recommendation. The know-how can be utilized to generate custom-made monetary plans and funding methods based mostly on a consumer’s targets, threat tolerance and monetary scenario. It could possibly additionally establish spending patterns and supply ideas for price range optimization.

Utilizing GPT-3 for personalised monetary recommendation would suggest integrating the know-how with a monetary administration platform, offering it thus with the required buyer monetary knowledge to formulate related suggestions.

Mortgage processing

In mortgage processing, GPT-3 could make the underwriting course of extra environment friendly by robotically analyzing and assessing a borrower’s monetary scenario, credit score historical past and revenue.

The know-how may assist enhance credit score decisioning by lowering the danger of human error, figuring out threat components that will be in any other case ignored, and robotically flagging potential dangers.

Fraud detection

Banks may use GPT-3 for fraud detection. Organizations can use historic fraud and transaction knowledge to coach GPT-3 to acknowledge anomalies in transaction patterns, detect fraudulent exercise and flag anomalies.

The know-how can help within the detection and prevention of fraud by producing alerts and studies, and by notifying related personnel of potential fraud.

GPT-3 creator OpenAI is ranked by AI researchers as one of many high three AI labs worldwide. The corporate acquired earlier this month a multiyear, multibillion-dollar investment from Microsoft, a deal which marked the third section of the partnership between the 2 corporations and which adopted earlier investments from the tech large in 2019 and 2021.

OpenAI’s AI chatbot ChatGPT went viral shortly after its launch on November 30, 2022, surpassing a million customers in simply 5 days.

Enterprise capital funding in generative AI, or algorithms that can be utilized to create authentic content material, elevated almost 500% between 2020 and 2022 to US$1.37 billion, knowledge from Pitchbook show.

Generative AI funding rounds, Source: Pitchbook, Dec 2022

Generative AI funding rounds, Supply: Pitchbook, Dec 2022

 

Featured picture credit score: freepik

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