Caribbean marine biodiversity is under critical threat from climate change and human pressures, losing >40% of coral cover recently to bleaching in Dominican Republic. The MARE-RD Project integrates AI and automation to streamline data analysis, providing real-time insights and early warnings. By optimizing decision-making and fostering collaboration, this tool supports effective marine conservation, addressing rapid changes and safeguarding ecosystems and livelihoods.