Operational Efficiency Gains

~9%

False Positive Rate

Down from approximately 38% in rule-based baseline systems

~40%

Audit Workload Reduction

Fewer manual reviews required per compliance cycle

What This Means in Practice

A 76% reduction in false positives translates directly to fewer investigator hours spent on non-events. A 40% reduction in manual audit workload frees compliance teams to focus analytical capacity on high-confidence risk cases rather than routine triage.