Vulnerability volume is rising fast with AI, and triage is breaking. Exposure management and CTEM keep programs focused on fixable risk and high-signal findings.
Shopify used agentic AI to support bug bounty triage, reaching inbox zero and speeding validation and analyst onboarding while keeping humans in control.
Independent research shows where agentic AI excels and where human judgment remains essential in penetration testing, underscoring the need for a hybrid security model.
Reliable, 91% accurate routing helps teams cut manual effort, reduce triage overhead, and strengthen vulnerability management across exposure workflows.