AI POWERED PROTECTION
Early
Warning System
AI-augmented platform embedded within CCMG election observation to detect, verify and prevent election-related conflict.
AI-augmented platform embedded within CCMG election observation to detect, verify and prevent election-related conflict.
The AI-augmented Early Warning System (EWS) will be embedded within the CCMG election observation framework to detect, verify and mitigate emerging election risks linked to misinformation, intimidation and contested results.
Verified alerts will be routed to ECZ, Zambia Police and observer networks to enable rapid response and prevent escalation into violence.
From data to decision in real time
Observers, hotlines, crowd-sourced reports, social and local media feeds.
Data cleaning, normalization, geolocation and initial severity grading.
Automated data mining, NLP, rumor detection and risk scoring.
Analysts validate incidents, attach evidence and assign final ratings.
Alerts and mitigation guidance sent to ECZ, police and partners.
Cloud infrastructure & system design.
Multi-language NLP & risk scoring.
Analyst verification workflows.
Privacy, safeguards & QA systems.
Fully operational alert system.
Privacy & protection protocols.
User manuals & impact reports.