When does the AI escalate from monitoring?

While a conversation is in monitoring, the AI continues automated check-ins until the issue resolves or escalation criteria apply. The AI escalates from monitoring when any of the following is true:

• The customer expresses frustration
• The issue requires actions beyond available tools
• The same problem persists after 3+ follow-ups with no progress
• The customer requests a human
• The AI is unsure how to proceed

Customer signals

Some escalations are driven by what the shopper says or feels.

• Frustration — tone or repeated dissatisfaction means automation should stop and staff should own the thread.
• Request for a human — if the customer asks for a person, agent, or live help, hand off promptly rather than scheduling another silent check-in.

Treat these as hard stops on monitoring-only handling; staff visibility is the goal.

Operational limits

Other escalations mean monitoring cannot fix the case with current capabilities.

• Actions beyond available tools — refunds, exceptions, or workflows your configuration does not expose to the AI.
• AI is unsure how to proceed — uncertainty is treated as a reason to escalate instead of guessing or looping indefinitely.

Review which tools are enabled if you see frequent "beyond tools" escalations—that may be a configuration gap, not only a difficult customer.

Stuck monitoring loops

If automation is not moving the case forward, escalation protects the customer experience.

• Same problem persists after 3+ follow-ups with no progress — repeated check-ins without meaningful change trigger staff involvement.

This cap prevents endless monitoring on a shipment or warehouse issue that never updates.

What staff should expect after escalation

Escalated conversations appear in your normal staff workflow (inbox, notifications such as Slack if configured). Staff can reply in the dashboard, adjust the case, and optionally return to monitoring later if your process allows— but monitoring alone will not keep running past these guardrails when escalation conditions are met.