Modern email platforms quarantine suspicious messages to protect against phishing, malware, and spam. Without effective quarantine management, legitimate business emails may be lost while real threats slip through. Our approach ensures email defenses remain strong, false positives are minimized, and employees can stay productive without compromising security.