This solution brief describes how computer vision and AI support state and local law enforcement by accelerating investigations, improving accuracy, and reducing operational burden. AI automation dramatically reduces manual video review time from hours to minutes while lowering back-office staffing needs and minimizing human error through automated data labeling. Key capabilities include automated crowd detection with real-time alerts to support safe policing, AI-powered face recognition to locate suspects faster, and behavioral analysis to uncover patterns across large, disparate data sources. The solution also emphasizes privacy protection by redacting faces, places, and objects from media assets to meet regulatory requirements. Additionally, sentiment analysis of body-worn and dashcam f

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