Teams do not need to start at the highest maturity level. They do need to know what level they are operating at so AI systems do not over-trust weak documentation.
| Level | Name | Description | Move up by |
|---|---|---|---|
| 0 | Document Dump | Random docs, no ownership, no structure, unsafe for LLM use. | Create scope, index, owners, and sensitive-data rules. |
| 1 | Organized Wiki | Basic structure and human-readable documentation. | Add metadata, page types, and review dates. |
| 2 | LLM-Ready Wiki | Metadata, ownership, trust labels, consistent pages, and agent instructions. | Add contribution workflow, linting, and human review gates. |
| 3 | Governed LLM Wiki | Review cycles, security model, update process, validation, and archival rules. | Integrate retrieval, onboarding, handoffs, and audits. |
| 4 | Integrated LLM Wiki | Used by agents, RAG systems, onboarding flows, project handoffs, and AI Memory exports. | Add metrics, recurring audits, and operational ownership. |
| 5 | Operational Knowledge System | Continuously maintained, audited, measured, and trusted as institutional infrastructure. | Keep measuring drift, review quality, retrieval quality, and decision reuse. |