Cybersecurity traditionally focuses on external threats4 hackers, malware, phishing campaigns. Yet studies reveal that a significant percentage of security breaches originate from insider threats: employees or partners who misuse access, intentionally or accidentally. The fundamental challenge? Insider activity often appears normal on the surface. Traditional rule-based systems like firewalls and signature-based intrusion detection cannot easily distinguish between a loyal employee and one gradually exfiltrating sensitive data