KPI
Alert volume reduction: AI benchmark
Reduction in the number of alerts that need human review.
How to measure it
Alerts reaching an analyst per period, before and after, at an equal or better detection rate.
Across the library
Median 70% across 3 deployments (vendor reported), reported range 60% to 89%.
Higher is better. Unit: percent.
Reported values by use case
AI for merchant underwriting and risk monitoring
- Weave Communicationsabout 89% · vendor claim
- Tekmetric70% · vendor claim
AI for AML transaction monitoring alert triage
- HSBCat least 60% · vendor claim
Use cases that should track alert volume reduction
- AI copilot for network operations centre (NOC) fault triage
- AI for AML transaction monitoring alert triage
- AI for healthcare claims fraud, waste and abuse detection
- AI for merchant underwriting and risk monitoring
- AI for PEP and adverse media screening
- AI for security alert triage and investigation in the SOC