The document discusses the development of a knowledge graph-based pre-certification service called beCert that helps aquaculture producers navigate the certification process. It aims to address three pain points producers face: the unpredictability of aquaculture production, the heavy paperwork burden of certification, and the complexity of dealing with different certification requirements. beCert extracts knowledge from certification standards to generate compliance reports and simplify documentation management. A pilot with a Taiwanese fishery cooperative demonstrated how beCert could streamline the process and enable remote auditing using blockchain technology. The service has potential for customization to help other industries with regulatory compliance as well.