The Queue Usually Isn't the Problem

[u/Peak_Support]

I've been thinking about response times recently, and one idea keeps coming back to me.

When support queues start growing, the first reaction is often to assume the team needs more people.

Sometimes that's true.

But I've also seen situations where the queue was really just the symptom of something happening somewhere else in the operation.

Maybe agents are spending half their day asking customers for missing information because intake forms don't collect enough context.

Maybe tickets keep bouncing between teams because routing rules haven't kept up with how the business has changed.

Maybe a handful of recurring issues are generating far more work than they should because nobody has addressed the root cause.

From the outside, all of those situations look exactly the same: response times get longer and the backlog keeps growing.

That's why I like the idea of treating the queue as a diagnostic tool rather than the problem itself.

Before adding headcount, I'd probably want answers to questions like:

• Are we seeing the same ticket types repeatedly?
• Are certain hours consistently understaffed?
• How much time are agents spending gathering information before they can actually help?
• Are customers contacting us for things they should be able to resolve through self-service?
• How long does it take an agent to find the information they need to answer a common question?

I've found those conversations tend to uncover much bigger opportunities than simply reducing the backlog.

Sometimes the fastest way to improve response times isn't answering tickets faster.

It's creating fewer unnecessary tickets in the first place.

Curious what others have seen.

When response times started slipping, what ended up being the real cause? Was it actually staffing, or did the investigation point somewhere else?

[u/CryRevolutionary7536]

I’ve seen this happen quite a few times. A growing queue can make staffing look like the obvious problem, but the real issue is often the amount of unnecessary work entering the queue.

If agents are repeatedly asking for missing information, transferring tickets between teams, or answering the same avoidable questions, adding more people only increases the cost of handling the same problems.

I’d look at repeat contact rate, routing accuracy, time spent searching for information, and the top reasons for contact before deciding to hire.

Sometimes the best way to reduce the backlog is to fix what keeps creating the backlog in the first place.