QuickShip Local Case Study

Key Results

  • 78%

    Reduction in failed deliveries

  • 2-Hour

    Specific delivery windows

  • 33%

    Faster average delivery time

  • 75 min

    Earlier driver completion each day

The Challenge

QuickShip Local started as a simple idea: give Atlanta’s small Shopify merchants a local delivery option that was faster and more personal than national carriers. Priya Nair built the company from five drivers and a handful of stores. Within two years, the operation had grown to 20 drivers and 40+ merchant accounts. The growth was gratifying. The logistics behind it were falling apart.

Every morning began the same way. Warehouse staff printed order sheets from each merchant’s Shopify dashboard, sorted packages by zip code, and stacked them on shelves assigned to each driver. Drivers picked up their stacks, loaded their vans, and figured out their own delivery order. There was no route optimization. There was no sequencing logic. A driver heading to Decatur might have packages for three zip codes scattered across 15 miles, and the route they chose depended entirely on their own judgment and familiarity with the area.

The “same-day delivery” promise QuickShip offered its merchants translated to “sometime before the end of business.” Customers received no delivery window, no tracking link, and no notification until the driver knocked on the door. For a service competing against Amazon’s delivery precision, “we’ll get there eventually” was becoming a liability.

  • 18% failed delivery rate: Nearly one in five packages couldn’t be delivered on the first attempt because the customer wasn’t home. Without delivery windows or notifications, customers had no reason to plan around an arrival. Drivers left “sorry we missed you” stickers, returned to the warehouse, and the package went out again the next day.
  • No tracking visibility for merchants or customers: When a Shopify store owner asked about a specific order, Priya’s team had to call the driver, who might or might not answer. There was no dashboard, no status feed, and no delivery confirmation flowing back to the merchant’s system.
  • Manual order import from 40+ stores: Each morning, a warehouse coordinator logged into each Shopify account, exported orders, printed labels, and organized packages. The process took over two hours and was prone to missed orders, duplicate prints, and label mismatches.
  • Driver-dependent routing: Experienced drivers who knew Atlanta’s neighborhoods performed well. New drivers got lost, backtracked, and ran late. The company had no way to standardize delivery quality across the team.

Our merchants were paying us for same-day delivery, and what we actually offered was same-day, maybe. A customer would place an order at 9 am and have no idea if their package was coming at noon or 6 pm. We were losing the one advantage we had over FedEx and UPS: being local and fast.

Priya Nair
Priya Nair

Fulfillment Director, QuickShip Local


The failed delivery rate was the most expensive problem. Each re-delivery attempt cost QuickShip roughly $8 in driver time, fuel, and vehicle wear. At 18% across 400 daily packages, that was 72 failed deliveries per day, costing roughly $576 daily in rework. Over a month, the wasted spend approached $12,000. Merchants didn’t see these numbers, but they saw the complaints from their customers.

Priya had conversations with three merchants in one month who were considering switching back to USPS. The cost savings of local delivery didn’t matter if customers were leaving one-star reviews about missed packages.

The Solution

Priya evaluated four last-mile platforms before choosing Upper. The deciding factors were the ability to import orders from multiple sources into a single dashboard, the customer notification system, and the straightforward pricing. She ran a two-week pilot with eight drivers before rolling out to the full fleet.


We needed something that could take orders from 40 different Shopify stores and turn them into optimized routes for 20 drivers every morning. Upper did that on day one. The first morning I saw all 400 stops organized into tight geographic clusters, I realized how much time we’d been wasting.

Priya Nair
Priya Nair

Fulfillment Director, QuickShip Local


Automated Import and Geographic Clustering

The first change was eliminating the manual order export process. QuickShip’s warehouse coordinator now exports a single consolidated CSV from their order management system each evening. The next morning, the file is imported into Upper in one step. Addresses are validated, duplicates are flagged, and the stops are ready for optimization.

Upper’s multi-driver optimization groups stops into tight geographic clusters, assigning each driver a defined delivery zone rather than a scattered mix of zip codes. A driver covering Buckhead and Midtown no longer has a random package for East Point thrown into the stack. The geographic clustering reduced average drive time between stops by over 30%, which compounded across 20 drivers into significant daily time savings.

Morning route planning went from a two-hour manual process to 15 minutes. The warehouse coordinator imports the file, runs optimization, and dispatches routes to all 20 drivers before 7 am. Drivers load their vehicles based on the stop sequence Upper provides, which also eliminates the time they previously spent re-sorting their own stacks.

Two-Hour Windows and Delivery Notifications

The failed delivery problem required more than faster routes. It required giving customers a reason to be home. Priya configured three delivery windows across the day: 8-10 am, 11 am-1 pm, and 2-4 pm. Upper’s optimizer assigns each stop to a window based on geography and driver capacity, then generates customer notifications with a tracking link and estimated arrival.

Customers now receive a text message the morning of delivery with their 2-hour window and a live tracking link. A second notification fires when the driver is 15 minutes away. The result was immediate: customers planned around the window, and drivers found someone home at the door far more often.

The failed delivery rate dropped from 18% to 4% within the first month. That 4% was largely commercial addresses with restricted access and gated communities where drivers needed entry codes, problems Priya addressed with delivery notes rather than re-attempts.

For merchants, the tracking links became a selling point. Several Shopify stores began promoting “local delivery with real-time tracking” on their product pages. One merchant told Priya the tracked delivery option increased their checkout conversion rate because customers could see exactly when their order would arrive.

Verified Delivery With Photo and Barcode Confirmation

The final piece was closing the loop between delivery and merchant systems. Drivers now capture a photo delivery proof at every stop, showing the package at the customer’s door. For high-value orders, they scan the package barcode with Upper’s scanner to verify the correct item was delivered to the correct address.

Delivery status updates flow back to QuickShip’s system, where staff update each Shopify order’s fulfillment status. The entire chain, from order placed to delivery confirmed, is documented and timestamped. When a customer claims they never received a package, Priya’s team pulls up the photo, the barcode scan, and the GPS coordinates. Disputes dropped by over 60%.


We had a customer claim that a $200 package was never delivered. I pulled up the photo showing the box on their porch, the barcode scan confirming the right item, and the GPS pin matching their address. That conversation went from a $200 refund to a ‘never mind, I found it.’ That pays for Upper right there.

Priya Nair
Priya Nair

Fulfillment Director, QuickShip Local


The Impact

QuickShip Local’s transformation played out across two dimensions. Internally, the operation became predictable and scalable. Externally, the service quality jumped to a level that attracted new business without any marketing spend.

The merchant pipeline told the clearest story. In the six months after implementing Upper, 15 new Shopify stores signed on with QuickShip. Word spread through Atlanta’s e-commerce community that QuickShip offered tracked, windowed delivery with photo proof. Several of the new merchants came directly through referrals from existing accounts. Priya didn’t add a single driver during that period because the optimized routing and reduced re-deliveries created enough capacity to absorb the additional volume.

Merchant retention hit 100%. The three stores that had been considering a switch back to USPS renewed their contracts within the first month of tracked deliveries. One store owner told Priya that customer complaints about delivery dropped to near zero after the windows and notifications went live.

Driver satisfaction improved as well. Routes were clearer, stop sequences made geographic sense, and drivers finished an average of 75 minutes earlier each day. Two drivers who had been considering leaving cited the improved routing as a reason they stayed. New driver onboarding, previously a two-week ride-along process, was shortened to three days because routes were self-explanatory on the app.

Performance Metrics

MetricsBefore UpperAfter Upper
Failed delivery rate18%4%
Delivery windows“Sometime today”Specific 2-hour windows
Average delivery time4.2 hours2.8 hours
Morning route planning2+ hours (manual sorting)15 minutes (automated)
Merchant accounts40 stores55 stores (+15 in 6 months)
Merchant retentionLosing 2-3 per quarter100% retention
Driver finish timeStandard completion75 minutes earlier daily

The economics shifted fundamentally. The $12,000 per month in re-delivery costs dropped to under $2,500. The time savings on morning planning freed the warehouse coordinator to handle inventory and quality control tasks that had been neglected. And the merchant growth created a revenue increase that Priya estimates at 30% over six months, all absorbed by the existing fleet.

QuickShip Local now operates as the delivery infrastructure for Atlanta’s local e-commerce ecosystem. Every package is tracked, every delivery is windowed and photographed, and every merchant can see exactly where their orders stand. The company that once competed on price alone now competes on service quality.


We went from being the cheap local option to being the preferred local option. Merchants don’t choose us because we’re less expensive than FedEx anymore. They choose us because their customers get a 2-hour window, a tracking link, and a photo of their package on the porch. That’s a completely different business.

Priya Nair
Priya Nair

Fulfillment Director, QuickShip Local