Develops context-specific AI systems and public tools for coastal conservation, aimed at conservation organizations working on mangrove restoration, MPAs, and small-scale fisheries. Tools emphasize local knowledge, scientific rigor, and data sovereignty to support community-grounded monitoring, restoration planning, and decision-making.