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AI-led payment fraud for financial crime prevention

07.21.2025 | Matt Wilkins

An introduction to NetReveal Payment Fraud 

Matt Wilkins, Product Manager for Fraud at SymphonyAI, provides a comprehensive overview of NetReveal Payment Fraud 

Designed for financial institutions facing sophisticated threats, Matt explains how AI-driven, real-time risk scoring helps prevent fraud losses, empower investigators, and ensure seamless regulatory alignment.  

From innovative behavior profiling to generative AI triage support, the video demonstrates how NetReveal tackles fraud at scale while reducing false positives and accelerating compliance efforts. 

Topics Covered 

Real-time risk scoring for fraud prevention: 

  • How NetReveal stops fraudulent transactions before settlement  
  • Positive financial impact of early interdiction 
  • Facilitates accurate case documentation for internal and external reporting  

Balancing fraud detection and good payments 

  • Releasing legitimate payments with low latency 
  • Avoiding unnecessary friction while maintaining high-risk detection standards 
  • Scalable monitoring across digital banking channels  

Emerging challenges in the evolving fraud landscape 

  • Post-pandemic fraud surges and regulatory scrutiny  
  • Pressure to do more with less amid rising cyber threats  
  • Growing complexity of payments ecosystem (fintechs, payment service providers, open banking)  

AI-driven detection and investigation at scale 

  • Payment profiling with behavioral analytics, rules, and AI  
  • 55% reduction in false positives with data-driven models  

From detection to triage and closing the investigation loop: 

  • Generative AI copilot for investigations and reporting  
  • Batch and real-time payment coverage for enterprises  

Network analytics and why customers choose SymphonyAI 

  • Entity resolution and analysis of money mules, counterparties and fund flows 
  • Unified fraud and compliance hub supporting all financial crime types 
  • AI and rules-based hybrid detection with full client self-service control 

 

Related resources: 

  • Sensa Copilot: Generative AI-enabled assistant for fraud triage and reporting 
  • Entity resolution: Efficiently link individuals and businesses across complex fraud networks 

See how NetReveal empowers financial institutions to detect and stop payment fraud in real time

about the author
photo

Matt Wilkins

Fraud Product Manager

Matt Wilkins is Fraud Product Manager at SymphonyAI, where he helps design advanced fraud detection solutions for global financial institutions. With over 20 years of experience in anti-financial crime technology, Matt has held senior roles in product management, engineering, and program delivery at BAE Systems, Norkom Technologies, and Thomson Reuters. Based in Dublin, Ireland, he’s passionate about building smarter, more effective solutions to help banks stay ahead of evolving fraud threats.

Learn more about the Author

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