How a New E-Commerce Brand Automated a 9-Stage Order Workflow from Day One
A new e-commerce brand with one of the most complex order workflows - fully automated end to end before they shipped their first garment.
A brand built on a beautiful - and beautifully complicated - idea
Mile 27 Apparel is a new e-commerce brand selling custom upcycled running vests and jackets. The concept is compelling: customers order a garment, and the brand transforms their own personal materials into a one-of-a-kind piece. It's sustainable, personal, and unlike anything else on the market.
But behind that simple customer promise sits an extraordinarily complex operation. Every single order passes through multiple shipping stages, two separate production facilities, and a reverse logistics flow that would challenge businesses ten times their size.
Nine stages, two production partners, zero room for error
Here's what a single Mile 27 order actually looks like behind the scenes: a customer places an order, and a kit is shipped to them containing everything they need to send back their materials for upcycling. The customer returns the kit, which then travels to the sewing partner, then to the printing partner for customization, and finally the finished garment ships back to the customer.
That's nine distinct stages per order - each requiring status updates, system synchronization, and customer communication. Without automation, the team would need to manually update Shopify for every shipment, track every delivery in spreadsheets, monitor every production milestone, and send individual emails to keep customers informed throughout a process that can stretch from three weeks to over two months.
For a brand-new business, the stakes were even higher. There was no established team to absorb manual work, no existing processes to fall back on. They needed this to work from day one - or the customer experience would break before it started.
Automating order processing from click to delivery
SimplifySC designed and built a complete automation layer spanning 12 automated workflows and 6 Shopify Flow processes - replacing manual order processing with a system that manages Mile 27's entire order lifecycle from the moment a customer clicks 'buy' to the review request after delivery.
Built by an operator, not just a technologist
SimplifySC brings years of hands-on experience in freight forwarding and 3PL operations - managing the exact kind of multi-partner, multi-stage logistics challenges that Mile 27 faces. This solution wasn't designed from a technology-first perspective. It was designed by someone who understands what happens on the warehouse floor, at the carrier dock, and in the daily reality of operations teams. That operational DNA shows in every workflow.
Rather than building a complex system the team would need to manage, the goal was radical simplicity: replace manual processes with automation and reduce 10 workflow stages down to just 2. The only remaining manual steps are adding a tag when physical goods arrive at each production partner - something that takes seconds and can't be automated because it requires a human confirming a physical delivery.
Real-time inventory and order sync between the shipping platform and Shopify keeps order data accurate across systems - no more spreadsheet tracking. Automatic kit management adds the right number of kits to each order. Return label automation initiates return shipments and writes tracking details straight back to Shopify. Custom packing slips are generated and printed automatically. And a consolidated error monitoring system rolls up any issues across all 18 automations into a single hourly email - so problems surface before customers notice.
The delay detection system deserves special mention. A weekly automated check calculates how long each order has been in production and proactively reaches out to customers at the 4 and 8 week marks. In a production process that can stretch from three weeks to over two months depending on order volume, this kind of proactive communication is the difference between a delighted customer and a support ticket.
| Aspect | Before | After |
|---|---|---|
| Order updates | Manual | Automated |
| Customer communication | Individual emails | Triggered automatically |
| Tracking | Spreadsheets | Real-time monitoring |
| Labels & documents | Manual creation | Auto-generated |
| Error detection | Customer complaints | Proactive monitoring |
Reliable, launch-ready operations built for growth
Significant automation of the order-to-delivery pipeline with automated customer touchpoints replacing manual workflows.
Mile 27 Apparel didn't launch and then scramble to build processes. They launched with fully automated order management already in place - the kind of reliable, battle-tested operational infrastructure that most small businesses take years to build.
The team can now focus entirely on product development, marketing, and growth instead of manual order processing and spreadsheet tracking. Customers stay informed throughout a production journey that can take anywhere from three weeks to over two months - without anyone on the team sending a single email. And when something goes wrong, the error monitoring system surfaces it immediately - not three days later through an angry support ticket.
"Mile 27 went from a complex operational concept that would have demanded constant manual oversight to a streamlined, automated business where the technology handles the complexity and the team handles the creativity."
Your supply chain is more complex than it needs to be
Whether you're launching something new or ready to replace spreadsheets and manual workarounds with real systems, let's look at where automation makes sense for your operation.
Schedule a Free 30-Minute CallPublished April 2026