How AWS Partners can Deliver Anti Fraud Solutions using AWS GenAI and Amazon Neptune Graph Capabilities
AWS Partner Network Blog
The article discusses how AWS Partners can develop anti-fraud solutions using AWS Generative AI and Amazon Neptune graph capabilities to combat online fraud across industries.
- Global card fraud losses could reach $397 billion in the next decade
- Solution combines graph analysis with vector database capabilities
- Key technologies used include:
- Amazon Neptune for graph database
- Amazon Bedrock for Generative AI
- Amazon SageMaker for ML model training
- Architecture includes:
- ML model creation using fraud dataset
- Front-end application submission
- Amazon Bedrock Agents generating graph queries
- Neptune ML for fraud scoring
The solution offers AWS Partners a flexible framework to quickly develop and deploy fraud detection solutions with advanced AI and graph capabilities.
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