# Refunds & Returns Processing: done-for-you AI automation by BufferSol

> A done-for-you refunds and returns automation is an AI agent that handles return requests from first email to final refund. It checks each request against your return policy and the order, issues the label, follows the parcel back to your warehouse, matches what was received, and prepares the refund, exchange or store credit for a person to approve. BufferSol builds it on your store, helpdesk, warehouse and payment tools.

- Canonical: https://buffersoltech.com/done-for-you/customer-support/refunds-returns
- Category: Customer Support
- Provider: BufferSol Technologies (New York; serving the US, UK, Ireland, Canada and the EU)
- Timeline: live in 3 to 6 weeks
- Pricing: quoted after a short scoping call

## Returns approved, labeled, received and refunded without the spreadsheet

**Who it is for:** For retailers, D2C brands and B2B sellers that process hundreds of returns a month across Shopify, Amazon or an ERP, and still run part of the process from email and a spreadsheet.

### Signs you need it
- Return requests arrive by email and chat, and someone checks each one against the policy by hand.
- Your team tracks returns in a spreadsheet next to the store admin and the warehouse system.
- Refunds go out before the item is back, or sit for days after it arrives.
- Exchanges need draft orders, discount codes or other workarounds every time.
- Edge cases from your returns app, such as international orders or edited emails, are processed outside it.

## Business outcomes
- **Consistent policy decisions.** Every request is checked against the same rules for return window, item condition, final sale items and customer history, with the reason written on the ticket.
- **Refunds tied to what actually came back.** Refunds and credits are prepared only after the warehouse scan or inspection matches the items on the return, which stops paying out for goods that never arrived.
- **Fewer "where is my refund?" messages.** Customers get an update when the label is issued, when the parcel is received and when money is on its way.

## How it works today
1. A customer emails asking to return or exchange an item, often without the order number.
2. An agent finds the order, checks the purchase date, product type and policy, and decides yes or no.
3. The agent creates a return label in the shipping tool and emails it, then adds a row to the returns spreadsheet.
4. When the parcel arrives, the warehouse emails support or updates a shared sheet, sometimes days later.
5. An agent issues the refund in Shopify or the payment tool, restocks the item, and handles exchanges with a draft order.
6. Finance reconciles refunds against the spreadsheet at month end and chases mismatches.

Hidden costs:
- Hours each week go into lookups, labels and spreadsheet updates that add no value for the customer.
- Refunds issued before receipt, wrong refund amounts and double restocks turn into real losses and inventory errors.
- Slow or silent refunds drive repeat contacts and public complaints.

## How it works done for you
1. The agent reads each return request from email, chat or your returns portal and matches it to the order, line items and payment method.
2. It applies your policy: return window, final sale and hygiene items, condition rules, reason codes and the customer's return history. Clear cases are approved; borderline ones go to a person with a recommendation.
3. For approved returns it creates the label in ShipStation, EasyPost or your carrier account, opens the return in Shopify or your ERP, and sends the customer clear instructions.
4. It follows the return parcel through carrier scans and the warehouse receiving log, and reminds customers whose label is unused.
5. When the warehouse confirms receipt and condition, it prepares the refund, store credit or exchange order with the exact amount, including discounts, shipping and restocking fees.
6. A team member approves refunds above your limit, or all refunds if you prefer, in one click. The agent then issues it in Shopify, Stripe or your payment gateway and restocks the right location.
7. Every decision, label, receipt, refund and restock is logged against the order, and a daily summary goes to finance.

## What changes for the team
- **Returns or support agent.** Today: Reads policy, makes labels, updates spreadsheets and issues refunds one order at a time. Done for you: Reviews borderline requests and approves refunds the agent has already matched and calculated.
- **Warehouse lead.** Today: Emails support about each return that arrives and fixes inventory counts after double restocks. Done for you: Scans and grades returns as usual; the agent picks up the receipt and handles the rest.
- **Finance manager.** Today: Reconciles refunds against a spreadsheet and the payment processor every month. Done for you: Gets a daily log of refunds, credits and fees that already ties back to orders and receipts.

## KPIs we measure
- **Request-to-refund time:** Days from return request to refund issued, baselined from the last quarter's orders and tracked weekly.
- **Refunds issued without receipt:** Count of refunds paid before the warehouse confirmed the items, which should fall to near zero.
- **Refund accuracy:** Refunds later corrected for wrong amount, wrong items or wrong method, sampled weekly.
- **Return status contacts:** Tickets tagged "where is my refund" or return status per hundred returns.
- **Exchange share:** Share of returns converted to an exchange or store credit instead of a refund, tracked monthly.

## Industry data
- 15.8%: of annual retail sales expected to be returned in 2025, totaling $849.9 billion (NRF and Happy Returns) ([National Retail Federation](https://nrf.com/media-center/press-releases/consumers-expected-to-return-nearly-850-billion-in-merchandise-in-2025))
- 19.3%: of online sales estimated to be returned in 2025 ([National Retail Federation](https://nrf.com/media-center/press-releases/consumers-expected-to-return-nearly-850-billion-in-merchandise-in-2025))
- 9%: of all returns are fraudulent (NRF and Happy Returns, 2025) ([National Retail Federation](https://nrf.com/media-center/press-releases/consumers-expected-to-return-nearly-850-billion-in-merchandise-in-2025))

## Systems it connects to
Shopify, Loop Returns, Gorgias, Zendesk, ShipStation, EasyPost, Stripe, NetSuite, ShipBob, Amazon Seller Central

## Guardrails
- Refunds above a limit you set, and every refund on flagged accounts, need a named person's approval.
- No refund is issued until the warehouse receipt matches the returned items, unless a person overrides it with a reason.
- The agent applies your written policy only; exceptions and goodwill gestures are always a human decision.
- Repeat returners and unusual patterns are flagged to the team for a fraud review.
- Every decision and payment action is logged with the order, amount, approver and timestamp.

## What teams say about this work
- A fashion retailer described a returns process of emails, order lookups, one-at-a-time labels and spreadsheet tracking that eats many hours each week and causes wrong items and incorrect refunds. ([Shopify Community](https://community.shopify.com/t/return-management-workflow-looking-for-advice/586883))
- Merchants found that a warehouse sync and a manual restock at refund both added the same returned item, leaving inventory counts wrong. ([Shopify Community](https://community.shopify.com/t/restocking-and-incorrect-inventory/201924/2))
- Users of a returns app say that unusual cases which do not fit the automated rules land back on the support team to handle by hand, and some saw refunds larger than what customers had paid. ([G2](https://www.g2.com/products/loop-returns/reviews))
- Merchants note that a return, a refund and a restock are separate steps in the store admin, so each one has to be done and checked on its own. ([Shopify Community](https://community.shopify.com/t/return-and-refund-are-they-separate-processes-or-how-to-they-work/176362))

## Delivery: live in 3 to 6 weeks
1. Week 1: discovery, access and a baseline of today's numbers.
2. Weeks 2–3: build the agents and connect your systems, with your rules and approvals.
3. Weeks 3–5: test on your real history, then pilot on live work with your team reviewing.
4. Weeks 4–6: staged go-live, training, dashboards and handover.

## Executive Ask questions for this workflow
- Which products were returned most last month, and what reasons did customers give?
- How much did we refund this week, and how much of it is still waiting on warehouse receipt?
- Which customers have returned more than three orders this quarter?

## Frequently asked questions
### We already have a returns app. What does this add?
Returns apps run the customer portal well, but the work around them often stays manual: email requests, policy exceptions, warehouse receipt, refund amounts with discounts, restocking and finance reconciliation. The agent connects those steps across your store, helpdesk, warehouse and payment tools, and can use your returns app as the front door rather than replacing it.

### Can the agent approve refunds on its own?
Only if you want it to, and only within limits you set. Many clients let it issue refunds under a set amount once the warehouse has confirmed receipt, and require a named approver above that. Goodwill refunds, policy exceptions and flagged accounts always go to a person. Every approval is recorded with who approved it and why.

### Does it work with B2B returns and RMAs?
Yes. For B2B sellers the agent can open RMAs in NetSuite or your ERP, check contract terms and restocking fees, request photos or serial numbers, and prepare credit memos instead of card refunds. The approval steps follow your own credit policy, and the customer gets status updates at each stage.

### How long until it is live?
Most returns builds go live in 3 to 6 weeks. We start by writing your return policy as clear rules, connect the store, helpdesk, shipping and warehouse tools, then replay recent returns to check every decision and amount. The agent runs with full human approval until your team is happy with its accuracy.

### What will it cost?
It is quoted after a short scoping call. The price depends on your return volume, the number of sales channels and warehouses, whether exchanges and B2B credits are included, and which systems we connect. You see a fixed scope and the list of systems before any build work begins.