Operator Control Plane
One Active Writer per task across a governed multi-LLM stack: Knowledge Base for registry and identity, Agent Orchestration Layer for execution, audit layer for read-only verification. The ownership layer that stops conflicting AI writes before they erode trust in the system of record.
Proof points: Control Plane, Operating Model
Best for: Platform / Data / AI product leadership, AI governance, transformation