The United Nations Women and United Nations Office on Drugs and Crime have released a report documenting the global scale of femicide and violence against women, explicitly recognising digital abuse—including non-consensual image-sharing, doxing, and deepfake videos—as integral components of the continuum of violence rather than isolated incidents. The research establishes that online harassment and image-based abuse function as both precursors to and enablers of offline violence, yet the report does not specify the operational mechanisms required to detect and intercept these harms at scale before they escalate or cause irreversible damage to victims.
Guardii's protection-for-women detection module addresses the enforcement deficit identified in the UN findings by intercepting harassment, non-consensual intimate imagery, and AI-generated deepfake abuse before it reaches the target. Operating as a Meta Business Partner and backed by Startmate, the platform monitors direct messages in real time across Instagram, Snapchat, Discord, Roblox and other platforms, blocking hostile contact through privacy-preserving pattern-detection rather than reading every message, and preserving forensic evidence for law enforcement escalation. Unlike reactive content-moderation policies that depend on victim reporting after harm has already occurred, Guardii operationalises the UN's warning by intervening at the point of transmission—detecting the specific digital harms the report now recognises as structural components of violence against women, and providing an evidence-based mechanism to disrupt the online-to-offline escalation pathway before irreversible damage is done.
