Returns management software handles a return from request to credit note: authorisation, inbound tracking, inspection, disposition and refund. At Lleverage we think most of what is sold under that name is built for e-commerce parcels, which is why business-to-business returns in consumer goods and electronics still land on a support inbox and stay there.
Picture the desk that actually absorbs them. A dealer emails asking to send back 14 units of a discontinued line, quoting a purchase order from 2024. Somebody has to find the original order, check whether the units are inside warranty, decide whether they come back to the central warehouse or go straight to the repair partner, raise the return authorisation, tell the dealer, then watch for the goods and chase finance for the credit note. Around that one case sit 40 emails asking where other orders are. Neither job is hard. Both are relentless, and both are done by the same people.
We build AI agents for companies that make, move and sell physical products, and this pattern in delivery and support is one of the most common places we are called in. What follows is our read on where returns management systems help, where they stop, and what to do about the part they leave behind. If you want to see it against your own returns queue, book a demo.
What is returns management software, and what does it actually cover?
Returns management software authorises, tracks and settles returned goods. A full system issues the return authorisation, generates the labels or collection booking, receives and inspects the goods, decides disposition (restock, repair, refurbish, scrap) and triggers the credit or replacement. Reverse logistics is the physical half. The financial and customer-facing half is where most of the labour sits.
It helps to separate three things that get sold together under one name.
The returns portal is the customer-facing front end: a dealer or consumer requests a return, gets a reference and a label, and can see status. This is the part e-commerce vendors have solved well.
The reverse logistics engine handles the goods once they move: carrier booking, consolidation, receiving, inspection, grading and routing to the right destination. Third-party logistics providers and enterprise supply chain vendors compete here.
The settlement layer decides what the return is worth and closes it out: warranty eligibility, restocking fees, contractual terms with that specific dealer, the credit note, and the posting into the ERP. This is the part that stays manual in most of the businesses we work with.
If you are evaluating vendors, work out which of the three you are actually buying. A category page that promises end-to-end returns management often means an excellent portal, a competent logistics engine, and a settlement step that ends in a CSV export somebody retypes.
Why do B2B returns break software built for e-commerce?
Because a consumer return is a single unit against a single order with one policy, and a business-to-business return is a negotiated event. It involves contract terms specific to that dealer, mixed quantities across several orders, warranty status that has to be looked up, and a credit note whose value is argued over before it is posted.
The differences compound. Here is what actually changes between the two.
| Consumer return (DTC) | Business return (dealer, distributor, installer) | |
|---|---|---|
| Trigger | Portal request by the buyer | Email or phone call, often free text |
| Identifying the order | Order number in the request | Purchase order reference, sometimes wrong or missing |
| Policy | One published returns policy | Per-contract terms, restocking fees, agreed windows |
| Warranty | Rarely relevant | Central: serial numbers, install dates, extended cover |
| Quantity | One or two items | Mixed lines across multiple historic orders |
| Settlement | Automated refund to card | Credit note, negotiated value, posted to the ERP |
| Where the work lands | Warehouse | Support desk, then finance |
Read the bottom row again. In consumer goods and electronics the returns cost that hurts is not the freight. It is the hours spent by customer service and finance reconstructing what was bought, what is covered, and what the dealer is owed.
Regulation adds a floor under the volume. Under the EU Sale of Goods Directive (EU) 2019/771, buyers across the Union hold a minimum two-year legal guarantee, and those claims travel back up the chain from retailer to distributor to brand. For electronics there is a second obligation on top: the WEEE Directive (2012/19/EU) requires producers and distributors to take back old equipment free of charge when a customer buys equivalent new equipment. Neither of those is a returns policy you can tighten. They are inbound volume you have to staff for.
What does a manual returns process actually cost?
The visible cost is freight and refurbishment. The cost that decides whether the process scales is administrative: locating the original order, checking cover, writing the authorisation, answering the follow-up questions, and getting the credit note out. In the businesses we see, that is measured in full days per week across support and finance, and it grows in step with the installed base rather than with sales.
Three specific leaks are worth naming.
Reconstruction time. Every return that arrives without a clean order reference becomes a search. Somebody opens the ERP, the email archive and a shared drive, and pieces together what shipped when. This is the same work as manual order entry, run backwards, and it is just as unrewarding. Topa Bathroom Products removed the forward version of it entirely: over 90% of their incoming orders now post directly into Business Central through an agent, and the 4 FTEs who used to type them moved to after-sales and service planning.
Status chasing. Once a return is open, the dealer wants to know where it is, exactly as they want to know where their outbound orders are. Those questions arrive by email, by phone and through the portal, and they repeat. J. Kisch and Zonen, a Dutch wholesaler, measured the same effect on their support desk and cut roughly 80% of the repetition out of it with an agent that answers using live order context.
Credit note lag. The dealer has sent goods back and is waiting on money. Every day of lag is a call to finance and a strained relationship with a customer you want to keep. Because the credit depends on the warranty and contract check upstream, the delay is usually caused by the admin step, not by the finance team.
None of these are exotic problems. They are the ordinary cost of running a returns process on email and human memory, and they are the reason a returns portal alone rarely changes the workload.
Which parts of returns handling can AI agents take today?
The document and lookup work, which is most of the elapsed time. An agent reads the inbound request in whatever format it arrives, finds the original order and serial numbers in the ERP, applies the dealer's contract terms and warranty rules, and prepares the return authorisation and the credit note for a person to approve.
In sequence, that looks like this.
- Read the request. Email, PDF, spreadsheet or portal export. Extract what is being returned, how many, and any reference the dealer has quoted.
- Find the original transaction. Match against sales orders, invoices and serial numbers in the ERP, including partial and incorrect references, which is where a human search would start.
- Check cover. Purchase date against warranty term, extended cover, contractual return window, and whether this item is restockable or already discontinued.
- Apply the dealer's terms. Restocking percentage, agreed windows, and any exception the account has been granted, rather than the published policy that does not apply to them.
- Prepare the outcome. Return authorisation with the right destination, a drafted reply to the dealer, and a credit note lined up for finance, all as drafts a person signs off.
- Answer the follow-ups. Status questions on that return, and the order-status questions arriving around it, answered with live data from the same systems.
Step five is the design decision that matters. Our agents prepare and a person approves, and ambiguous fields are left blank rather than guessed. That is deliberate rather than a limitation: a wrongly issued credit note is far more expensive than a return that waits an hour for a human glance. The corrections a person makes become rules the agent applies next time, which is how the account-specific knowledge stops living in one colleague's head.
Precision in the lookup is worth more than it sounds. Oude Reimer, a precision machinery firm, consolidated 170 manuals from more than 15 manufacturers into one knowledge base that returns referenced answers in about 70 seconds, with the exact source section cited so a technician can verify it before repeating it to a customer. Returns triage is the same shape of problem: a document arrives, several systems have to be consulted, and the answer has to hold up when a dealer disputes it.
How do returns and "where is my order" questions end up as the same problem?
Because they are answered by the same team from the same systems. A returns request and a "where is my order" question both require pulling live order context and writing a clear reply. Splitting them across a returns portal and a support inbox does not reduce the work, it just files it in two places.
This is the point most returns vendors miss. Buy a returns portal and the returns you already knew about get a tidier front door. The volume that overwhelms the desk is the surrounding conversation: the chase before the return, the status question during it, and the credit query after it. In our view a returns project that does not also take the support load has solved the smaller half.
Kisch put the underlying observation better than we can.
"Customer support gets a lot of questions every day, but 80% of the questions are just the same." Jeremy Parsser, Co-owner, J. Kisch and Zonen
The practical version is a support agent that works across both. It answers order-status and return-status questions with live context from the ERP, in email, Teams or the portal the dealer already uses, and it escalates the cases that need judgement to a person with the history already assembled. On our own delivery and support work, 80% of support questions being resolved by the agent is the level we build towards, with the remaining fifth arriving at a human already researched.
What should you look for when choosing returns management software in 2026?
Test it against your ugliest return, not the demo case. The questions that separate systems are whether it can settle a return without a human retyping the result into the ERP, whether it handles per-dealer contract terms rather than one published policy, and whether it does anything about the support volume around each case.
A short evaluation list, in the order we would use it.
- Does it write back into your ERP? A returns system that ends in an export is a second place to keep records, and someone will be reconciling the two by hand within a quarter.
- Can it hold per-account terms? Restocking fees, return windows and exceptions vary by dealer. A single global policy engine fails on contact with a real distributor network.
- Does warranty lookup happen inside the flow? Serial number, purchase date and extended cover checks, done automatically, are the difference between a two-minute triage and a twenty-minute one.
- What does it do with unstructured requests? Most B2B returns arrive as free-text email. If the system requires a clean portal submission, your team is still doing the intake.
- Does it touch the surrounding support load? Status questions are the majority of the messages. A system that ignores them leaves the actual bottleneck in place.
- Where does the data live? For EU manufacturers and distributors, data residency and an auditable trail of who approved which credit are not optional extras. This is what governance and control has to cover.
Vendors will answer all six with yes. Ask them to demonstrate the second and fourth with your own dealer contract and a real email from your inbox.
What will returns management software not fix?
It will not reduce the number of returns, and it will not settle a dispute about who pays. Better handling makes the process fast, consistent and traceable. The reasons goods come back, which are product quality, mis-specification at the point of sale and over-ordering, are upstream problems that returns handling only reports on.
That reporting is worth having. When every return carries a structured reason code, the pattern becomes visible: one product line, one dealer, or one configuration causing a disproportionate share. Most businesses we meet cannot answer that question today because the reason lives in the free text of an email thread.
The second limit is judgement. Whether to accept a return outside the contractual window from a large account is a commercial decision with a relationship attached. An agent should assemble the facts, show the terms and flag the exception. Deciding is a person's job, and should stay one.
The third is master data. If serial numbers were never captured at dispatch, or item records were duplicated across two ERP migrations, no amount of automation will find the original transaction reliably. That is a data project first and an automation project second, and we would rather say so at the start.
Related reading: our guide to B2B order management in 2026 covers the inbound half of the same desk, and the best order management software comparison covers the system layer that returns handling has to sit on.
If you want to see what an agent does with a week of your real returns email, book a demo and bring the messy ones.
Frequently Asked Questions
What is the difference between returns management and reverse logistics?
Reverse logistics is the physical movement and processing of returned goods: collection, receiving, inspection and disposition. Returns management is the wider process that also covers authorisation, warranty and contract checks, customer communication and the credit note. Most of the administrative cost sits in the second.
Do we need dedicated returns management software, or can our ERP handle it?
Most ERPs can record a return and post a credit note, which is enough at low volume. The gap is intake and triage: reading unstructured requests, finding the original order and applying per-dealer terms. That gap is usually better closed with an agent working inside the ERP than with a second system beside it.
Can AI decide whether a return is covered by warranty?
It can apply the rule and show its working: purchase date, warranty term, extended cover and serial number, checked against the original transaction. In our view a person should still approve the outcome on anything contested, because the cost of a wrongly issued credit note far outweighs a short review.
How do returns affect order-to-cash?
Directly. An open return holds up a credit note, which holds up reconciliation and can stall payment of unrelated invoices while the account is in dispute. Faster return settlement shortens the cash cycle, which is why we treat returns as part of order to cash rather than a warehouse matter.
How long does it take to automate a returns process?
For the document and lookup work, weeks rather than quarters, because the process is manual today and the failure mode is a corrected draft. Anything involving new serial-number capture at dispatch or ERP data clean-up takes longer, and that is usually the real project timeline.