02Our Integration Process
From Grading Rules to Automated Ops in Five Steps
You see the exact grading rules and system connections before development starts, not just a finished automation at the end.
05Projects We've Built
Ecommerce Projects We Have Built
A selection of Shopify and ecommerce builds shipped for clients, several involving backend automation and fulfillment logic like this one.
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06What Our Clients Say
What Clients Say After Launch
Feedback from ecommerce teams we have built returns and fulfillment automation for.
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We had a different kind of problem. People were visiting the store, adding products to their carts, and then disappearing before they finished the order. We had tried a few apps and made changes here and there, but nothing really seemed to solve the bigger issue. The team went through the shopping experience with us and pointed out things we hadn't really noticed ourselves. They cleaned up the cart and checkout flow, made the mobile experience much smoother, and helped us make the store feel easier to shop. I’m not going to pretend we fixed everything overnight, but it finally feels like the store is helping the sale instead of getting in the way of it.
Ethan Parker
Founder of Elite Academy
The mobile experience is probably my favourite part of the new site. We had spent a lot of time making sure the desktop version looked right, and the team kept pushing us to think about how everything would actually feel on a phone too. They were right. The navigation is clean, the interactions feel natural, and everything we’ve tested so far works exactly as it should. They also went through the links, forms, integrations, and other details more than once before launch, which I really appreciated. And even after going live, we could still reach out when something came up. The whole process felt friendly, organised, and surprisingly straightforward.
James Whitmore
Head of Marketing of Lumen Outdoor
We had a pretty specific idea of what we wanted our website to become, but I wasn’t sure how easily we could explain all of it to a development team. There were quite a few moving parts, and we were working toward a deadline, so I expected a few things to get lost along the way. That never really happened. They understood what we were trying to achieve, kept us updated throughout the process, and got everything ready within the agreed timeline. The final site feels much easier to navigate, works beautifully on mobile, and is noticeably smoother for our customers. It was a huge relief seeing the original idea actually turn into the website we had in mind.
Michael Bennett
Founder & CEO of Northbridge Consulting
150+
Projects shipped
10+
Years in development
Top 3%
Upwork Top Rated Plus
5★
Average review score
07Work Culture
Why Businesses Trust Us With Returns Automation
Getting grading rules or system sync wrong means wrong refunds or bad inventory data, so the automation has to match how your operation actually runs. These are the habits we bring to every project.
Volume checked first
We tell you upfront if your return volume doesn't yet justify full automation.
Grading-based, not one-size-fits-all
Refund and restock decisions triggered by actual item condition, not a single default rule.
Built to save real time
Rule-based automation handles routine returns in minutes instead of the 15 to 20 it takes manually.
Connected end to end
Labels, refunds, restocking, and notifications all sync to your 3PL, ERP, and accounting automatically.
Tested before it's live
Sandbox testing with real grading and refund scenarios before your live store is touched.
Built to be maintained
Documentation and an optional retainer so automation keeps working as your operation scales.
08Overview
Who builds custom reverse logistics and returns automation for ecommerce stores?
DeveloperLook builds custom reverse logistics automation that generates prepaid return labels on approval, triggers refunds or restocking based on item grading, sends customer notifications at each stage, and syncs with your 3PL, ERP, and accounting systems. Projects start from $2,499, most complete in 3 to 8 weeks, and we check whether your return volume actually justifies full automation first.
- Service
- Custom reverse logistics and returns automation development
- Starting price
- From $2,499 USD, fixed scope after a project brief
- Typical timeline
- 3 to 8 weeks
- Platform
- Shopify, WooCommerce, BigCommerce
- Built with
- Carrier label APIs, ERP/3PL APIs, store order/inventory APIs, notification automation
- Experience
- 10+ years and 150+ shipped projects
- Post-launch support
- 30 days included, then optional retainer
- Communication
- Calls in US, UK, and AU business hours
Who it's for
Stores where every return still takes staff manual work
Someone on your team is generating labels, deciding refunds, and updating inventory by hand for every return.
Businesses processing enough returns for automation to pay off
You're past roughly 200 to 500 returns a month, where manual processes typically start breaking down.
Stores wanting grading-based refund and restock rules
You want returns automatically routed to restock, repackaging, refurbishment, or liquidation based on condition, with the right refund or credit triggered accordingly.
Businesses needing returns synced to 3PL, ERP and accounting
Your inventory counts, revenue recognition, and sales tax need to update automatically when a return happens, not through manual reconciliation.
Stores wanting proactive return status notifications
You want customers notified automatically at each stage, approved, in transit, received, refunded, instead of them checking or emailing in.
Not a fit for
You need the customer-facing self-service portal itself. Our Shopify Returns Portal Development service covers that.
You need the return rate, cost and reason analytics dashboard rather than the automation engine. Our Returns Management Software service covers that.
You need a formal approval-based RMA workflow specifically. Our RMA Software Development service covers that.
Your return volume is low enough that manual processing isn't actually costing you much yet. We'll say so upfront rather than building automation you don't need.
You're not on Shopify, WooCommerce, or BigCommerce. This build is scoped to those platforms, and others would need to be scoped separately.
11The Right Technology for Your Project
Technology Stack
We build against carrier label APIs and your ERP or 3PL's APIs alongside your store's order and inventory APIs, matched to your grading rules.
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12FAQ
Frequently Asked Questions
Straight answers on returns automation, grading-based refunds, and 3PL or ERP sync.
What does returns automation include (labels, refunds, restock, notifications)?
A full build typically includes automatic prepaid label generation on approval, grading-based routing that determines refund, repackaging, refurbishment, or liquidation, and automated email or SMS updates at each stage, approved, in transit, received, refund issued.
How do I automate refunds and store credit?
We trigger refund or store credit automatically based on the item's inspection grade, and can default to store credit over a cash refund where your policy allows, since it retains more revenue than a straight refund.
How do returned items get restocked automatically?
A barcode scan at warehouse receiving identifies the return and its grade, resellable items route back to active inventory automatically, while repackaging, refurbishment, or liquidation get flagged for the appropriate next step.
How much does returns automation development cost?
Projects typically start from $2,499 for label generation and grading-based refund automation, and scale up with full 3PL, ERP, and accounting sync. You get a fixed quote after reviewing your requirements.
Can it integrate with carriers for return labels?
Yes, we integrate carrier APIs so an approved return gets a prepaid label automatically, which also reduces return abandonment compared to manual label requests.
How do you automate returns to my 3PL warehouse?
We connect the returns workflow to your 3PL so incoming returns, grading, and restocking or disposal decisions sync in both directions, rather than your 3PL working from a separate process.
How can automation reduce the time a manual return takes?
Manual returns typically run 15 to 20 minutes of staff time per case once you count label requests, grading, refund decisions, and inventory updates. Rule-based automation handles routine cases in under 2 minutes, with only edge cases, usually a quarter to a third of returns, still needing a human.
Can reverse logistics data sync with my ERP?
Yes, we sync inventory counts, revenue recognition, and sales tax adjustments to your ERP automatically as returns are processed, instead of a manual reconciliation step.