{"id":8576,"name":"Chicago Sentinel","purpose":"A real-time event detection and analysis platform leveraging public surveillance data (with appropriate privacy safeguards) to provide early warnings of potential security threats, drawing on sentiment analysis and anomaly detection to alert authorities and designated community organizations of unusual activity.","profitable":1,"date_generated":"Monday February 2026 14:36","reference":"chicago-sentinel-events","technology_advise":["Python","PostgreSQL","Medium"],"development_time_estimation_mvp_in_hours":220,"grade":7.8,"category":"security","view_count":46,"similar_ideas":[{"id":8572,"name":"Chicago Sentinel AI","grade":7.8,"category":"ai"},{"id":549,"name":"SocialSentinelAI","grade":7.2,"category":null},{"id":9447,"name":"Sentinel Watch","grade":7.8,"category":"security"},{"id":1291,"name":"SentinelAI","grade":7.8,"category":null},{"id":12903,"name":"Sentinel AI Threat Monitor","grade":8.2,"category":"security"}],"source_headline":"Chicago surveillance highlights random violence and digital dragnet use"}