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AI customer support with human approval

Human approval means the AI drafts a reply and a person approves or rejects it before it reaches the customer. It is the most useful safety setting in AI customer support, because the costly mistakes, a wrong refund promise or an invented policy, are the ones nobody sees until the customer replies. Elite Support AI lets a person approve or reject any reply before it goes out.

The basic flow

  1. A customer question arrives by chat or email.
  2. The AI searches your own pages and drafts a reply with the source it used.
  3. A person sees the draft in the shared inbox and approves it, edits it, or rejects it.
  4. Only then does the reply go to the customer.

When to require approval

When to relax it

Once a question type has been approved without edits many times in a row, such as opening hours or delivery areas, let those send automatically and keep approval on the rest. Do this one question type at a time and keep the approval log, so you can see what was sent and who agreed to it.

What to measure

MeasureWhy it mattersHow to read it
Approved without editShows where the AI is reliableA high share on one topic means it is safe to relax
Edited before sendingShows where the pages are unclearFix the source page, not just the reply
RejectedShows where the AI should not answerRoute this topic to a person
Customer replied "that is wrong"The real error rateAny rise means tighten approval again

The cost of approval

Approval adds a person to the loop, so replies are not instant. For a small team that trade is usually right at the start: speed from the AI on drafting, judgement from a person on sending. Over time the share needing review should fall as you fix the pages the AI draws from.

Pricing

Elite Support AI plans from the pricing section, read 2026-10-28. Past a plan's AI-reply allowance a person answers; it does not turn into a bill.
PlanPriceAI replies per monthSites
Free$0501
Starter$29 per month1,0001
Growth$79 per month4,0003
Scale$199 per month15,00010

Approval is about control, not cost. Plans are flat, so reviewing replies does not change the bill.

A one-afternoon test before you switch

  1. Collect the 30 questions customers ask most, with the correct answer for each.
  2. Load the same pages into each candidate tool and ask all 30.
  3. Score every answer as correct, partly correct, wrong, or "I don't know". An honest "I don't know" is better than a confident wrong answer.
  4. Ask five questions your pages do not cover, to see whether the tool invents an answer.
  5. Work out the monthly bill at your real volume with the cost calculator.
  6. Keep the tool with the fewest wrong answers, not the best demo.

Frequently asked questions

Can I skip approval for some replies?

Yes. You decide which question types a person must approve and which can send automatically.

Does approval slow customers down?

It adds the time it takes a person to review. Many teams keep it on for sensitive topics only.

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