KnowBe4 Prevent uses advanced AI and contextual understanding of user behavior to stop outbound email data loss caused by mistakes, negligence, or malicious activity. Its self-learning architecture combines machine learning, relationship mapping, content analysis, and DLP policies to recognize unusual communication patterns and intervene only when genuine risk is detected. Capabilities include misdirected-email prevention, attachment and exfiltration monitoring, suspicious-domain protection, real-time user prompts, risk scoring, and adaptive controls for higher-risk users. Prevent integrates with Microsoft 365 across desktop, mobile, and Outlook on the web. Enterprise capabilities add supervised machine learning, custom content analysis and DLP rules, ethical walls, Microsoft Purview integ

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