Coral Collective uses AI-powered monitoring to support coral reef conservation. Our platform analyzes coral color and identifies species to assign health scores, processing data efficiently at scale. We hypothesize that the AI system will detect coral bleaching through color analysis, offering faster and more scalable assessments than manual methods. By engaging communities, we aim to enhance data collection, empower local stewardship, and support broader reef conservation efforts.