AI security tools often create alert fatigue instead of protection, but focusing on human oversight and measured deployment can turn them into effective assets.

Shadow IT poses a greater risk than many external threats by bypassing security controls, and managing it effectively requires understanding employee needs rather than simply blocking unauthorized tools.

Compliance frameworks often create security blind spots by prioritizing checkbox exercises over real threat mitigation, leading to breaches despite passing audits.