How will financial services companies take advantage of Generative AI? One way, courtesy of a new solution from Temenos, will be to leverage the technology to automatically classify customers’ banking transactions. This functionality will make it easier for banks to offer personalized insights and recommendations to their customers.

While traditional AI and machine learning technologies have been deployed by financial services firms in a variety of contexts, generative AI and Large Language Models (LLMs) offer these companies the ability to enhance both operations and customer experiences even further. This is due to the fact that Generative AI and LLMs outperform traditional AI and machine learning approaches when it comes to understanding language, images, sound, video, and code – and then leveraging these inputs into a variety of solutions for customers.

Temenos’s new Generative AI-based offering enables banks to automatically classify and label customer transactions. The technology has a high degree of accuracy and operates in multiple languages. The automatic customer transaction capability has a number of use cases including cashflow prediction, customer attrition analysis, next best product, and more.

“We have continually invested in embedding Explainable AI and ML capabilities into our banking platform and making available all products through an easy-to-use interface or APIs,” Temenos President of Product and COO Prema Varadhan said. Varadhan referred to the new offering as part of the company’s strategic AI roadmap and underscored the value of transparency and explainability when it comes to deploying AI.

Temenos has deployed explainable AI in a wide variety of use cases ranging from wealth management, AML, credit scoring, smart money management, collection optimization, and more. However, transaction classification is the first instance of leveraging Generative AI in a Temenos product. The company said in a statement that it plans to extend the technology to chatbots and customer interfaces, as well as in guiding customer journeys and responding to customer queries.

A Finovate alum since 2013, Temenos was founded in 1993 and is headquartered in Geneva, Switzerland. The company serves 3,000 customers and its open platform enables more than 1.2 billion individuals to conduct their daily banking activities. Two-thirds of the top 1,000 banks in the world and more than 70 challenger banks in 150+ countries use Temenos’ technology. Max Chuard is CEO.