Unmasking Deception: Harnessing the Power of MongoDB Atlas and Amazon SageMaker Canvas for Fraud Detection Financial services organizations face growing risks from cybercriminals who continuously adapt their tactics, making it a perpetual challenge to detect fraud. Existing systems often rely on stale data, but real-time operational data can be used to train more accurate models. MongoDB Atlas and Amazon SageMaker Canvas offer a powerful combination to revolutionize fraud detection by harnessing this power. MongoDB Atlas provides a flexible schema for handling massive amounts of transactional data in real-time, while Amazon SageMaker Canvas offers a no-code platform for business analysts to generate accurate ML predictions without technical expertise. This synergy enables financial institutions to create a robust and proactive defense system against fraudulent activities.