Publishing Architecture
LLM Content Systems
Publishing structure, quality control, retrieval-aware drafting, and documentation patterns used in studio work.
Structure first
Retrieval aware
Editorial discipline
LLM Content Systems
PrySai Lab builds structured content systems for language-model-assisted publishing with emphasis on traceability, consistency, and revision safety.
System Components
- Page taxonomy and intent mapping
- Source-to-claim linking discipline
- Policy-aware drafting templates
- Update log and continuity handover patterns
See Editorial Standards and Citation Policy for governance constraints.