Introducing a groundbreaking decentralized network tailored for wild pollinator species management in agroecosystems. Our innovative system integrates IoT technology with advanced methodologies like Remote Sensing and Trap Nesting, powered by Machine Learning and AI. By focusing on pollinator recognition, stressor detection, and bee abundance estimation, we revolutionize traditional hive monitoring methods to prioritize pollination-specific metrics. With our platform, individuals can operate nodes equipped with nesting site infrastructure, fostering community engagement. Through a decentralized marketplace, users can contribute or sell data, promoting inclusivity and collaboration. Furthermore, the ability to develop applications using existing datasets elevates the potential for valuable insights, ensuring widespread participation and impact.