An escalation path is a written, specific trigger, such as a confidence score below a threshold or several consecutive skips, that hands a decision from an AI system to a named person, instead of relying on someone noticing a problem eventually.
Every agent needs a name attached to it: a specific person who owns what it produces, and a defined condition that pulls a human in. Not a team assigned in theory. A name, and for anything touching live prospects, a daily review cadence is the common baseline at that stakes level.
The trigger has to be written down before the agent runs, not improvised after something goes wrong. A confidence score dropping below a threshold, a reply that doesn't classify cleanly into any expected category, several consecutive skips on records that look similar to each other: any of these can be the line that stops the agent and hands the decision to a person instead of letting it guess and move on.
A trigger that fires with no way to reverse the decisions that already happened doesn't fully solve the problem. If the last batch of decisions turns out wrong, a team needs to find and reverse them, which only works if every decision left a record in the first place. The escalation path and the traceability behind it are two halves of the same requirement.
Write the trigger condition down before turning an agent on, not after the first mistake. Name the person who gets paged when it fires, and confirm there's a way to find and reverse a bad batch of decisions once the trigger has already gone off.
The plan for 'what if it's wrong' often amounts to 'we'll notice eventually.' That isn't a plan. It's hoping, and it tends to hold up fine right until the week it doesn't, usually on the batch that was too large to review by hand.
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