Beyond RAG: how LLM Wiki can transform enterprise memory - Digital Agenda

▤ Summary

This article examines the idea of using LLMs to maintain an enterprise wiki as a persistent memory layer for organizational knowledge. It contrasts this approach with RAG-based enterprise search and with existing tools such as Microsoft 365 Copilot and Google Workspace Gemini. The piece argues that LLM Wiki can help structure, connect, and keep internal knowledge current, but only for bounded domains with strong human oversight. It also highlights risks around hallucinations, stale information, confidentiality, automation, and GDPR compliance. The article ends with a practical recommendation to pilot the approach in a single high-value domain and measure both retrieval time and token cost.

▦ Linked Companies

Microsoft

$1B+