
How we cut a 400-ticket support backlog to zero in a week
The exact rollout plan we used to put a support agent in front of customers without losing the human touch.
Playbooks
The exact rollout plan we used to put a support agent in front of customers without losing the human touch.
Maya Chen
·
7 min read

Every support team has a backlog story. Ours peaked at 400 open tickets on a Monday morning, most of them asking questions our help center already answered.
We pointed the Support Agent at the 20 most common intents first: password resets, billing dates, plan limits. These made up 61% of volume and had clear, documented answers.
Week one: the agent drafts, a human approves every reply
Week two: auto-send for the top 10 intents, approval for the rest
Week three: weekly review of edge cases and tone
The goal was never to remove people. It was to give them back the hours they spent copy-pasting the same macro. Escalations now arrive tagged, summarized and routed to the right person.
First reply time fell from 9 hours to 38 seconds. CSAT went up four points. And the team finally had time to fix the product issues causing tickets in the first place.

The exact rollout plan we used to put a support agent in front of customers without losing the human touch.

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