Important operational context is fragmented across conversations and tools.

An agent-maintained graph preserves sources and structures connected knowledge.

Unstructured notes, questions, documents, and live external state.

A traceable recommendation with evidence and review conditions.

A working implementation, documented architecture, and connected external nodes.

Working private implementation; organizational scale is not yet validated.