Insider threat detection fails when systems cannot distinguish between ordinary mistakes and deliberate abuse. OSPREY is designed around that ambiguity. Instead of looking only at alerts, it builds a timeline of behaviour, access context, and workflow deviation that helps investigators understand whether an event is accidental or intentional.
The result is fewer false positives and a clearer operational picture. Security teams can focus their attention where it matters most, while preserving evidence for legal, disciplinary, or criminal follow-up.