Midora AI Case Study # 5: Abuse Detection

How raw volume thresholds were flagging paying power users while missing sophisticated abusers who distributed their load. Fixed with multi-signal behavioural scoring covering timing regularity, session entropy, and fingerprint diversity, cross-account soft identifier matching for free-tier cycling, and a graduated response of throttle, verify, suspend, deactivate rather than binary blocking.