How to Set a Refund Cap for Shopify AI

A $20 store-wide cap on a $400 furniture brand is how nothing gets automated.

The search behind “how to set a refund cap for shopify ai”

People type this when something is already on fire — a backlog, a BFCM hangover, a hire they do not want to make. Cap by ticket type and currency, not one scary number. Unfulfilled cancels can be higher than damage claims.

Before you start

• You can open a paid test order in Shopify admin.
• Your return / shipping window is on a URL, not only in someone’s head.
• You know who owns refunds this week (you, a lead, or nobody — be honest).
• Write the rule, put it on a URL, and let an agent execute the boring 80%. Humans keep the exceptions.

Do this in order

• Write the definition of how to set a refund cap for shopify ai in one sentence the agent can test against an order.
• List the Shopify fields it must read before it replies (status, tags, tracking, refunds already issued).
• Write the allowed actions and the cap. If there is no action, write the exact escalate condition.
• Add two examples: a yes case and a no case. Agents learn more from the no.
• QA ten live tickets after a week. Change the article or the cap, not the vibe.

You are done when

Human touches on this ticket type before vs after the change.

If it breaks

If customers repeat the ticket, the first reply had no fact and no next time. Fix the first sentence, not the model.

Load this rule into Relay and stop solving how to set a refund cap for shopify ai by hand at midnight.