Making Synthetic Data Work for Transaction Monitoring

AML Watcher Webinar | December 5, 2025

AML Watcher hosted a webinar titled Making Synthetic Data Work for Transaction Monitoring, highlighting how advances in synthetic data research can enhance real-world transaction monitoring systems. The session brought together industry experts to discuss practical applications of synthetic data, demonstrating how it can improve fraud detection, reduce false positives, and support real-time compliance operations.

Participants gained insights into connecting academic research with operational AML solutions, learning how synthetic data can strengthen monitoring workflows and improve decision-making in financial institutions. The discussion emphasized actionable strategies for integrating new approaches into existing systems and showcased ways technology can bridge the gap between theory and practice.

The webinar provided attendees with a forward-looking perspective on innovation in transaction monitoring, equipping compliance teams with ideas and tools to be ahead of emerging financial crime threats and to implement solutions that are both practical and scalable.