By leveraging Dataminr First Alert, interviewees’ organizations identified relevant events faster and focused analyst effort on high-impact activities. Interviewees reported significant improvements in filtering and prioritizing open-source signals compared to previous environments. Before First Alert, operations analysts were overwhelmed by the volume and velocity of raw, unfiltered data across social media, news, and public platforms — making it difficult to consistently surface credible public safety events. With AI-generated, real-time alerts from Dataminr First Alert, teams quickly distinguished high-priority signals from background noise. Alerts were automatically clustered and tailored to organizational context, freeing analysts to focus on deeper analysis, collaboration, and decision support. These improvements drove measurable gains in analyst productivity and mission responsiveness. Reduced time spent identifying relevant signals by 90%. Time analyzing irrelevant signals avoided with Dataminr First Alert over three years 54,692 hours $1.0M three-year benefit PV 70%
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