# Fraud detection with Amazon SageMaker AI Canvas


You can integrate MongoDB Atlas with [Amazon SageMaker AI Canvas](https://docs.aws.amazon.com/sagemaker/latest/dg/canvas.html) to construct a powerful fraud detection system that combines real-time data analysis with advanced machine learning to help detect and prevent fraudulent activity.

The following diagram shows an example reference architecture for detecting fraud. 

![\[Integrating MongoDB Atlas with Amazon SageMaker AI Canvas, to implement fraud detection.\]](http://docs.aws.amazon.com/prescriptive-guidance/latest/migration-mongodb-atlas/images/fraud-detection.png)


(The diagram was adapted with permission from the [MongoDB website](https://www.mongodb.com/resources/products/unmasking-deception-harnessing-power-atlas-amazon-sage-maker-canvas-fraud-detection).)

For more information, see the MongoDB blog post [Unmasking Deception: Harnessing the Power of MongoDB Atlas and Amazon SageMaker AI Canvas for Fraud Detection](https://www.mongodb.com/resources/products/unmasking-deception-harnessing-power-atlas-amazon-sage-maker-canvas-fraud-detection).