WHITEPAPER
Fraud Detection and Credit Risk Assessment with Cloudera AI, Accelerated by NVIDIA on Dell Technologies
Financial institutions face mounting pressure to accurately detect fraud in real time and assess credit risk while navigating increasingly complex regulatory requirements. Discover how combining Cloudera’s data foundation, NVIDIA’s accelerated AI compute, and Dell Technologies’ optimized on-premises infrastructure enables a shift from simple machine learning scoring to intelligent, explainable AI reasoning.
Key Benefits:
- Move from Scoring to Reasoning: Combine the speed of traditional ML with the contextual power of generative and agentic AI. AI agents can autonomously retrieve data, orchestrate workflows, and generate natural-language investigation briefs that explain exactly why a transaction was flagged or a credit decision was made.
- Transform Core Financial Workflows: Drastically reduce false positives in fraud detection by analyzing comprehensive transaction streams and behavioral signals in under 50 milliseconds. For credit risk, effortlessly ingest thousands of pages of unstructured financial documents and alternative data to safely extend credit to viable "thin-file" customers.
- Ensure Complete Security and Compliance: Maintain strict data privacy by bringing AI processing directly to your sensitive data on-premises. This joint solution leverages Cloudera's governed data lakehouse, NVIDIA Blackwell GPUs, and Dell PowerEdge servers to deliver enterprise-grade performance, auditability, and up to 75% lower TCO compared to public cloud options.
Read the Full Omdia Showcase to explore how Cloudera, NVIDIA, and Dell Technologies can accelerate your strategic AI initiatives while maintaining the rigorous governance and compliance posture your business demands.