OPERATING MODEL · DEROTE JOURNAL
AI agent or chatbot? The difference is action
A chatbot returns an answer. An autonomous workspace understands context, uses permitted tools and moves work toward completion.
REPEATDEROTEOUTCOME
Conversation is the interface
Natural language is how work enters, but it is not the final outcome.
Action creates value
Booking, updating, sending, recording and routing are what transform a response into completed work.
Boundaries create trust
Permissions, confidence thresholds, logs and human handoff make autonomy operationally credible.