Use case · AI Support Agent

Refunds and cancellations within your limits

Order status, small refunds and cancellations follow clear rules. The AI Support Agent handles them for verified customers and asks your support lead for anything over the limit.

Last updated 6 October 2026

The problem

Refund requests are routine until they aren't. Handling every one by hand is slow; handing them to an AI with no limits is risky.

How the AI Support Agent does it

  1. 01

    It confirms the customer

    Only a verified identity, for example a logged-in chat, can trigger a refund. An email address alone is not enough.

  2. 02

    It looks up the order

    In Shopify, Stripe or WooCommerce.

  3. 03

    It follows your procedure

    For example: under 30 days old and under $50, refund. Each step is written in plain English.

  4. 04

    Over the limit, a person decides

    Your support lead approves in Slack, and the customer is told when to expect an answer.

Example

“The jacket from order #4821 doesn't fit. Can I get a refund?”
AI Support Agent
The order is $180, over the $50 limit, so I've asked our team. You'll hear back within one business day.
Example with fictional names.

Guardrails

  • Per-refund limits, plus caps per customer and per day.
  • Only verified customers; everyone else goes to a person.
  • Every refund is recorded with the rule that allowed it.

Works with

ShopifyStripeWooCommerceZendeskIntercomSlack

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Questions

Can we change the limits?

Yes. Limits and caps are your rules, and you can change them at any time.

Which stores and billing tools does it work with?

Shopify, Stripe and WooCommerce.

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