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PreVAIL is an AI/ML toolbox that has been developed to enhance satellite-based tracking capabilities by utilizing automated target detection and recognition. This toolbox uses sensor-agnostic algorithms to improve the effectiveness of Global Integrated Intelligence, Surveillance and Reconnaissance (GI-ISR).