Autonomy, escalation & human handoff

Autonomy, escalation and human takeover solve different problems. Pausing automation globally is not the same as asking staff to review one conversation.

In this pageThe key states · Pausing does not create a backlog to replay · When human takeover makes sense

The key states

ControlEffect
Clinic autonomy pausedAutomatic external model replies stop; staff Chat remains available.
Staff attention / escalationStaff are alerted, but autonomous communication can continue unless the conversation is taken over.
Human takeoverAutonomous replies stop for that conversation until staff selects Return to Menaela.
Staff sends a messageAn older pending AI reply is superseded; the chat is not permanently taken over just because staff replied.
Return to MenaelaFuture eligible events can be handled automatically again; returning does not itself send a message.

Pausing does not create a backlog to replay

Messages that were skipped while autonomy or takeover prevented a reply are not automatically replayed later simply because automation is turned back on. New eligible activity can resume normal handling.

When human takeover makes sense

  • A staff member wants to manage the rest of a sensitive conversation personally.
  • The patient is upset or the discussion has moved outside the supported automated workflow.
  • Clinical judgment is needed over several turns rather than one isolated answer.
  • Staff need to coordinate internally before any further patient-facing reply is sent.