Teams Consolidate Content To Improve LLM Accuracy

Companies and product teams are consolidating scattered documentation into canonical sources to improve large language model answer accuracy and reduce hallucinations, this guide explains. It provides an LLM-ready audit, a scoring rubric (freshness, authority, clarity, parseability, uniqueness, risk) and a step-by-step consolidation playbook for RAG and internal assistants. The piece cites knowledge-management market growth from $5.23 billion in 2024 to $7.71 billion in 2025.