AI for Banking

Give your clients smooth and safe transactions with accurate information and advice.

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Artificial Intelligence will fundamentally change the way the Banking Industry does business. Artificial intelligence can provide insights into identifying opportunities specific to the finance industry like preventing fraud with cyber surveillance and providing insights to help investors pick the right time to trade. It can also produce data that’s useful to identify and select the right clients.

In order to get there, Fusemachines provides you with a set of Data Scientists, AI Engineers, and dedicated consultants.

Make AI Work For Financial Institutions
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Chatbots

Chatbots have been deployed for customer service to augment human agents. The primary goal is to improve customer experience as well as increase the efficiency of the agents. Banks have been able to use chatbots for frequently asked questions, to provide quick insights, and even to sell products. The data from the interactions can be used to improve services, better outreach, and provide up-to-date information to customers.

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Data

Data is becoming one of the most valuable assets for the banking industry. Financial data is being used today to gain insights on customer habits, requirements, and avenues for new products. Based on the data and AI technologies, efficiency can be achieved from branch locations to banking products that can reach more customers.

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Loans processing

AI automation is being used to improve the efficiency of loan processing and management. Loan officers who would normally spend time in asking routine questions, filling out paperwork, and processing claims can now become more efficient with the help of AI. ML algorithms can be used to identify the best candidates for loans as well those who are more likely to default by looking at the client’s financial history.

Make Dialog Modeling and Chatbot

Dialog modeling is used for building dialog systems and finding their applications in various business enterprises like healthcare, education, and entertainment.

Some usages include:
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Answering customer questions about products and services.

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Facilitating transactions through guidance in the sales process.

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Responding to customer questions.

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Website navigation: Guiding customers to relevant portions of complex websites.

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Personalized services, such as answering questions related to orders and bookings.

We help build and incorporate dialog systems into applications that can benefit your business from a dialog-based approach.

AI for Banking at Fusemachines
Document Classification and Clustering

Document classification or document categorization is a problem in library science, information science, and computer science. The task of document classification is to assign a document to one or more classes or categories. This can be done "manually" (or say "intellectually") or algorithmically.

Our engineers can help you figure out the ontology of the document classes and work with your team to clean the data and build scalable classification solutions that can be used for a variety of documents such as emails, user manuals, news, and chats.

Information Retrieval

Information Retrieval is the technique of obtaining structured or unstructured data from within a large pool of data stored in computers to satisfy information need.

We can perform full-text information retrieval or build specific content based indexing. Depending on the requirements, we can build models for text documents, images, audio, mind maps or videos.