Guide: Building a Lean, High Impact Fraud Program - Understanding Alert Fatigue
December 5, 2025
Stop Drowning in False Positives
Instead of focusing on real risk, many teams are buried in false positives, resulting in noisy queues, endless manual reviews, and burnout, better known as "alert fatigue". Break the cycle with practical strategies to reduce noise, sharpen your rules and workflows, and focus time and effort on cases that truly matter. In this guide, learn step-by-step how to redesign or improve your operations, making them leaner, smarter, and more scalable.
This guide also includes:
- What alert fatigue is, what it looks like inside fraud teams, and how to measure its impact.
- The most common drivers of noise: rule sprawl, poor segmentation, weak data, and legacy workflows.
- Practical tactics to reduce false positives and shrink review queues without weakening controls.
- Ways to use scoring, automation, and smarter decisioning to protect more good customers.
- and more!
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