Insider threats account for a significant percentage of security breaches in organizations. Employees or contractors with access to critical systems may unintentionally or maliciously leak sensitive data, bypass security policies, or engage in fraudulent activities. Traditional monitoring tools often lack granular access control and secure log management, leading to privacy concerns and potential misuse.