Should AI be allowed to issue refunds?

Two jobs get sold as one here. Deciding whether a refund is owed automates well. Actually moving the money is a different question, and it is where platforms diverge sharply.

Advising versus executing

Most tools can read your returns policy and tell a customer whether they qualify. Far fewer can issue the refund, and that gap is the entire buying decision.

Set the ceiling before you go live

Giving an AI refund authority is a real financial exposure, and the mitigation is simple: a value threshold above which a human confirms. Most teams land somewhere between $50 and $150 depending on average order value.

The number matters less than having one. Unlimited automated refund authority is a policy decision that should be made deliberately rather than inherited from a default setting.

Return abuse is a real cost

Automated refunds are faster to obtain, and that cuts both ways. A customer who learns the bot approves without question will use that, and so will their friends. Track refund rate per customer after enabling this, not just handle time.

• Cap the value, and cap the frequency per customer.
• Route repeat claimants to a human automatically.
• Exclude high-value SKUs from automation entirely.
• Watch the refund rate weekly for the first two months.

Where it goes wrong

• Vague policy text. If your policy has undefined edges, the AI will pick one and it may not be yours.
• Partial refunds and exchanges. Considerably harder than a full refund and less well supported.
• Goodwill decisions. Refunding outside policy to save a relationship is judgement, and it should stay human.

Tighten your returns policy wording before automating against it. The AI is reading your text literally, which is a good test of whether the text says what you meant.