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Builder Center ·Level 400·Jul 2026

Detecting fraud in real time with Temporal Graph Networks on AWS (Part 1)

The problem
Fraud rings move faster than batch models can detect them.
Why it matters
Builds a temporal graph network fraud detector, from data generation to sub-100 ms inference on SageMaker and Neptune.
Who should read it
ML engineers, fraud data science
What you'll get
A real-time graph fraud architecture.
Series
Real-time Fraud with TGNs, Part 1 of 2
Readers
488 views on Builder Center
Financial Services Fraud & AMLGraph AI How (deep dive)
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