The SAP Knowledge Graph addresses key challenges faced by large language models (LLMs), as per SAP Business AI documentation.Generating factually incorrect or fabricated information(hallucinations) is mitigated by grounding LLMs in structured, verified enterprise data, ensuring accuracy.Overlooking relationships between entitiesis tackled by the Knowledge Graph’s ability to map and contextualize data relationships, providing a comprehensive view of interconnected information. While capturing dynamic, real-time information and providing subjective, contextual information are challenges, they are not primary focuses of the Knowledge Graph, which emphasizes structured data and factual grounding. These capabilities enhance the reliability of AI-driven insights.