Every blueprint ships with source code, sample data, and step-by-step instructions — ready to run on your Cloudera Platform
Financial Services
Cloudera + NVIDIA + VAST: Building Foundation Models
This Blueprint builds a transaction foundation model that learns behavioral patterns from transaction history and generates embeddings that can improve downstream models like fraud detection.
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Blueprint Card
Overview
This Blueprint builds a transaction foundation model that learns behavioral patterns from transaction history and generates embeddings that can improve downstream models like fraud detection. Based on NVIDIA's Blueprint 'Building Transaction Foundation Models'.
Demo
Walkthrough via Reprise Watch the demo
Key Features
Leverage CAI, VAST, and S3 to process transaction histories, generate robust behavioural embeddings, and improve downstream models like fraud detection.
Use Case
Turn transaction histories into reusable behavioural intelligence, strengthening fraud, risk and customer models while reducing development effort.
Architecture
Powered by Cloudera AI Workbench, VAST storage, and NVIDIA integration for scalable transaction intelligence.
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