Osama Mahmood

Absolutely nailed it — the endless loop of phishing attempts, user training fatigue, malicious payload evasion, and the complexity of EDR deployments makes day-to-day security operations a nightmare. This approach tackles those root problems head-on, not with band-aids, but with intelligent, layered defenses that actually scale and reduce operational friction.