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Leveraging Gen AI to improve loan processing in banking

You can expedite customer responses with AI.
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乐鱼(Leyu)体育官网 in the US helped one of the world鈥檚 largest financial institutions reduce its loan processing time from days to hours.



  • The challenge

    The bank鈥檚 manual loan processing procedures were time consuming, complex and required the integration of data from multiple sources. Incomplete or incorrect information provided by the bank鈥檚 customers resulted in further delays in assessing their credit worthiness and approval of their loans.


    At the same time, it was necessary for the bank to adhere to a countless number of regulatory requirements. Being vigilant about fraud detection and prevention, while also maintaining strict safeguards on sensitive customer data, was a critical part of the bank鈥檚 loan processing capabilities and process. Given this complexity, it had become clear that a robust solution was needed in order to improve the efficiency of the bank鈥檚 loan review and approval processes and reduce the number of potential errors.

  • The opportunity

    乐鱼(Leyu)体育官网 in the US developed and deployed a customized Gen AI solution, using language models (LLMs) trained within the bank's secure environment to ensure the highest standards of confidentiality of sensitive customer information.


    乐鱼(Leyu)体育官网 Ignite, a cloud-based machine learning and data science platform, was used to develop the model and scale the classification of various types of data. The model was reinforced with input from 乐鱼(Leyu)体育官网 banking sector professionals and fine-tuned to the bank's operating environment.

  • The outcome

    By automating and accelerating the extraction of key information from customers鈥� loan application documents, loan officers are now able to make faster, more accurate and informed decisions in approving loans.


    The bank鈥檚 customers are benefitting as well from a substantial reduction in the time required to process their loan applications, from days to under one hour. This improvement is not only enhancing customer satisfaction by speeding up loan approvals, but also reducing the bank鈥檚 operational costs and increasing its capacity to handle a larger volume of loan applications.


    It has also paved the way for further applications of Gen AI throughout the bank鈥檚 operations, and the potential for even greater gains in productivity and operational excellence.


    We help clients harness the power and potential of AI. From strategy to implementation. Small steps to solving seemingly聽impenetrable problems. Underpinned by trust.聽Find out more by getting in touch with us below.


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The person behind the story

Kevin Martelli

Principal, Lighthouse, 乐鱼(Leyu)体育官网 US

乐鱼(Leyu)体育官网 in the U.S.