Legacy Knowledge LLM Integration Architecture
Pattern: New System → Agents → MCP Servers → Legacy Knowledge The diagram describes a clean integration architecture for connecting new AI-enabled systems to existing enterprise knowledge. Agents are the central orchestration node. The New System may reach them directly — for deterministic, rule-based, or high-volume operations — or via LLMs, where natural language interpretation or dynamic reasoning is required. The choice of path is made by the New System, not by the LLM. ...