Illustrative scenario
How a healthtech team cut false positives 3x and caught what scanners missed
A 35-engineer healthtech team under HIPAA pressure and constant scanner fatigue.
The problem
Thousands of findings, almost none real
Legacy scanners flagged everything and proved nothing. Engineers spent days triaging alerts that were not even reachable, and stopped trusting the tool.
With ARGUS
Reachability plus AI re-verification
ARGUS blends CVSS, reachability and exploitability into one priority score, then AI re-verifies findings and marks confident false positives, so the queue reflects real risk.
A critical-looking CVE in an unused import sank to the bottom, while a reachable auth gap the old scanner ranked low rose to the top.
Results
The numbers
-74%
false positives in the queue
2.1x
real true-positive issues surfaced
-41%
reachable criticals caught in month one
Illustrative scenario based on modeled outcomes for a representative team. Not a named customer; figures are expected ranges, not audited results.