TL;DR AI-powered vulnerability remediation often fails because it lacks context about how your applications actually work. Runtime intelligence solves this by giving AI real-world application behavior data, architecture insights and dependency information. This context-aware approach reduces remediation time by up to 87% while eliminating the false positives that plague traditional scanning.