Alignment with DF goals (BGI, Platform growth, community)

ConflictAlert aligns with DF's mission by creating world impact through AI that prevents conflicts before they escalate (BGI). Building it on SingularityNET can use AGIX tokens to power its services driving platform adoption while solving human problems for Platform Growth. The system can empower citizens and responders through secure, anonymous reporting tools that let ordinary people contribute to peacekeeping efforts and this will help grow the DF Community. Unlike traditional reactive approaches, it spots early warning signs using predictive AI and then connects responders with verified data to stop violence proactively. This demonstrates DF's vision of ethical, decentralized AI that works to protect lives and expand the ecosystem. Combining computer vision with machine learning delivers measurable peacebuilding results, staying true to DF's principles of transparency and community-driven development.

Problem description

Conflict prevention systems fail in most areas due to delays in quick response. Help arrives after harm has already occurred. Community members, law enforcement, and emergency responders all use disconnected systems that can't share critical information in time. These communication gaps create dangerous delays when swift action could prevent escalation. Without integrated alerts and automated coordination protocols, early warning signs get overlooked until situations turn violent. 

Proposed Solutions

This system is designed to scan social media, news, and satellite data using NLP and computer vision to detect threats like hate speech and weapon movements, generating risk maps. Citizens anonymously report incidents via a secured mobile app, with crowdsourced verification improving accuracy. The system automatically alerts and guides responders, police, medics, and peacekeepers, with AR interfaces showing live threat data, and post-event analysis continuously to improve prevention strategies.