Organizations today face a growing and evolving threat that often originates not from an outside hacker or criminal organization, but from within their own workforce, vendor networks, and trusted partnerships. Insider threats continue to represent one of the most difficult risks to identify, prevent, and mitigate because insiders already possess something external adversaries spend enormous resources trying to obtain: trust, access, and legitimacy. For decades, many organizations relied heavily