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How to keep AI support costs predictable: caps, limits and what to watch

Per-resolution AI pricing is simple until a busy month arrives, because the bill moves with your ticket volume. The fix is to decide your limits before you switch it on, whatever help desk you use.

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Find out exactly what is billed

Ask your vendor in writing what counts as a resolution, what happens when a customer replies after an answer, and whether a handoff to a person is charged. Definitions differ, and the difference is where surprises live. Save the answer next to your contract.

Put a hard cap on it

A cap is a monthly limit after which the AI stops or asks before spending more. If your tool offers one, set it below the amount you would be upset to see on an invoice, and write down who may raise it. If it offers no cap, treat that as a risk and review usage weekly instead of monthly.

Estimate from your real tickets

Take last month's ticket count and the share you expect the AI to fully answer, then multiply by the per-resolution rate. Run it three times: a quiet month, a normal month and your busiest one. The busiest result is the bill you need to be comfortable with.

  • Quiet month, normal month and busy month, each with its own number
  • The share the AI answers is a guess until you test it on real tickets
  • Add seats and any base fees, which do not change with volume

Watch the trend, not the invoice

Look at AI usage weekly for the first two months. A rising line tells you early, while an invoice tells you a month late. If usage climbs faster than ticket volume, check whether the AI is answering things it should have left alone.

Decide what happens at the limit

Choose in advance: does the AI pause and send tickets to people, or does it keep going and bill overage? Both are valid. What is not valid is finding out when it happens. Tell the team which one applies so nobody is surprised by a sudden rise in manual tickets.

Questions

Is a flat price better than per-resolution?

It depends on your volume. Per-resolution pricing is cheap when few tickets are answered by AI and expensive when many are. Run your own numbers in the cost calculator and compare.

Can I stop AI from answering certain topics?

Most tools let you restrict topics or require a person for some. Keep refunds, legal questions and cancellations with people.

How often should I review AI usage?

Weekly for the first two months, then monthly once the numbers are stable.

Written by Flatdesk, a help desk for small support teams at one flat price per agent. Try it free for 14 days, no card.