Executive Overview The modern application security landscape is defined by an unprecedented paradox: while artificial intelligence has democratized the discovery of software vulnerabilities, it has simultaneously overwhelmed development pipelines with a staggering volume of alerts, false positives, and raw exposure debt. Malicious actors, similarly empowered by generative AI, are now capable of architecting and deploying…