Solutions: AI Workflows
Fraud Detection With AI
Detect and prevent sophisticated fraudulent activities in payments with high accuracy and reduced false positives.
Boost the Precision of Fraud Detection With AI
Transaction fraud detection is a $43B problem annually and poses a big challenge for financial institutions to detect and prevent sophisticated fraudulent activities. With NVIDIA’s fraud detection AI workflow, enterprises can augment their fraud detection using deep learning techniques including graph neural networks (GNNs), allowing for real-time analysis and improved accuracy.
Explore the Fraud Detection AI Workflow
The fraud detection AI workflow example demonstrates how the GNN model-building process can be run, the frequency of which is dependent on model training latency.
This Workflow Contains
- A reference solution for the credit card fraud detection use case for a large financial institution that leverages the NVIDIA Triton™ Inference Server and trains models on an NVIDIA platform.
- Orchestration using the NVIDIA Morpheus SDK, which accelerates massive data processing and analysis and helps with inferencing.
- The model-building process, leveraging GNN training to produce features to be fed into an XGBoost model for training.
- Sample Jupyter Notebooks for helping you adapt this solution to your data and business.
Given how dynamic the consumer finance industry is with evolving fraud trends, financial institutions that train models adaptively on a frequent basis tend to have better fraud prevention KPIs as compared to their competitors.
Fast-Track Your Fraud Detection Journey With a Free Trial on NVIDIA LaunchPad
Get immediate access to the fraud detection workflow with a free curated lab. Access a step-by-step guided lab with ready-to-use software, sample data, and applications.
Reduce Risk With Fraud Detection
Financial institutions can improve fraud detection by utilizing the NVIDIA AI workflow. Leveraging tools available on NVIDIA AI Enterprise allows fraud detection systems to process data efficiently, make faster decisions without disrupting transaction flow, and reduce the risk of financial losses.
Improve Your Company’s Financial Health
Accelerate the Development of AI Solutions
AI workflows accelerate the path to AI outcomes. The fraud detection workflow gives developers a reference solution to start building applications that can improve the customer experience.