Key Highlights The Scale Challenge: As application portfolios grow and release cycles accelerate, traditional scanning models create a forced trade-off between coverage, cost, and velocity – leading to silent gaps that only surface during audits or incidents. The AI Solution: AI-powered scan optimization dynamically profiles applications to build tailored detection plans, dropping scan times by up to 80% without sacrificing coverage or manual QID management. Scanning Best Practices: High-perform