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Bayes Studio delivers an AI-enabled wildfire and threat monitoring platform that integrates stationary sensor networks with autonomous UAVs. Using multi-spectral imaging and edge machine learning, the system enables persistent perimeter surveillance, early fire and smoke detection, and predictive risk monitoring to protect critical infrastructure and operational sites.