Unlock the Potential of Smarter Banking

Some of the biggest AI wins are those related to fighting transaction fraud for banks and credit card companies—a multi-billion-dollar problem. Detecting true fraud is critical, but traditional systems have historically generated many more false-positive than true-fraud signals. Now, advanced machine learning and deep learning techniques with solutions like NVIDIA Triton^™ Inference Server are improving detection and, at the same time, drastically cutting false-positive rates.

AI is revolutionizing multi-trillion-dollar industries like financial services and powering growth around the world. From PayPal to American Express to Ping An, firms are leveraging AI to improve customer outcomes, reduce costs, and combat fraud.

On some of the largest commercial platforms, recommendations account for as much as 30 percent of revenue, which can translate into billions of dollars in sales. That’s why banks and insurance companies are using recommender systems to drive every action consumers take, from visiting a webpage to prioritizing which debt to pay off first. Recommenders also increase conversion by providing personalized messages to consumers, improving customer loyalty and satisfaction with the bank.

NVIDIA Merlin^™ is an end-to-end recommender-on-GPU framework that provides fast feature engineering and high-training throughput to enable fast experimentation and production retraining of deep learning models. Merlin also enables low-latency, high-throughput, production inference to deliver personalized customer interactions with speed and accuracy.