Shopify used agentic AI to support bug bounty triage, reaching inbox zero and speeding validation and analyst onboarding while keeping humans in control.
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.
Reliable, 91% accurate routing helps teams cut manual effort, reduce triage overhead, and strengthen vulnerability management across exposure workflows.
AI systems demand more than one-off testing. See how to mature from reactive fixes to continuous assurance with layered AI security, safety, and trust practices.
