Visualizing intricate networks encompassing objects, individuals, events, and organizations—and mapping their complex relationships—is a pivotal aspect of maximizing the potential of your AI and ML solutions. Skylytics’ utilization of knowledge graphs dramatically simplifies this process. In today’s expansive organizational landscapes, “many-to-many” relationships are prevalent, particularly within intricate supply chain structures. Achieving transparency in the supply chain is paramount for comprehending complex interrelationships among various entities and proactively mitigating potential risks. Leveraging the capabilities of NLP and LLM, you can harness your knowledge graph to predict trends, identify potential risks, strengthen relationships, improve sustainability measures, and much more.