One of the biggest contracts we’ve ever signed started at an airport bar. The customer is a refrigerated carrier that we’re not naming here. When we met, they’d already been burned by another scheduling tool, so they were skeptical of us from the start.
They started us at three test locations. That became 30, and within days they had more than 300 locations live on Qued, across every scheduling mode they use. Their scheduling cycle is now 36 hours shorter, and they tell every shipper they work with that they use Qued.
This freight scheduling implementation case study covers how that happened, phase by phase. The stretch between signing and full rollout is where most logistics tech stops short, so that’s the part we focus on. It’s also our best answer to what a successful logistics scheduling rollout looks like.
A Reefer Carrier That Had Already Been Burned
Before Qued, their schedulers were booking appointments across hundreds of shipper locations the way most carriers still do. That meant a portal and login for nearly every shipper, email threads with receivers who don’t use portals, and a separate SOP for each process.
We call that scheduling as a pile of chores.
They’d tried scheduling automation from another provider, and it failed. A common story we hear regularly. Usually the tool handles the big standard portals fine, and the trouble starts with shippers that have custom rules or receivers who only book by email. Those appointments then land back on the schedulers’ desks.
So needless to say, skepticism like theirs is common. In TrustRadius’s 2026 survey, 47% of tech buyers said they trust online resources less than they did a year earlier, and vendor marketing ranked last. What’s more, about two-thirds of software licenses at mid-market and enterprise companies go unused or badly underused.
Why Reefer Can’t Afford a Second Bad Rollout
For some background context, reefer carriers have less room for mistakes than most. ATRI found that reefer drivers were detained at 56.2% of stops, compared with 39.3% across all of trucking, and ATRI’s 2026 cost report put reefer operating margins below 1%. At those margins, a bad appointment comes straight out of profit, and so does every month a rollout stalls.
Our customer data puts the average cost of a bad appointment at $201. Most teams come to us with about 5% of their appointments going bad, and we typically get that to 1%. On 5,000 appointments a month, that gap is worth about $40,000 a month.
Tight capacity makes all of this worse. Reefer tender rejections topped 20% in early September, and small reefer fleets that exit aren’t being replaced. Everyone is dealing with the same detention and labor squeeze, and thin reefer margins make it harder to absorb.
It Started at an Airport Bar
When we first talked with them at that airport bar, the last thing they wanted was a sales pitch. That suited the way we sell.
Kristen, who runs our sales team, keeps product talk out of first conversations for as long as she can. She’d rather ask how a team schedules appointments today, how many portals they log into, and what happens when a hot load needs to jump the queue.
Her rule is “questions versus comments will win. Forever.” She’ll also tell a prospect when we’re not a fit, which buyers who have been oversold before don’t hear often. This carrier agreed to a pilot at three test locations.
Phase 1: 3 Test Locations
Our pilots run anywhere from 3 to 10 locations, and we ask for the ones where scheduling is hardest or where the last tool failed, since that’s where the difference shows. A pilot at a carrier’s easiest facilities only proves we can do what the old tool already did.
An easy pilot also hides the problems that come up later in a rollout. In-house scheduling builds tend to stall at the long tail of shipper portals, after the first 10 went fine. More broadly, between 50% and 75% of large ERP projects miss their budget, timeline, or promised benefits.
Before building anything, we went on-site, as we do with every customer. We sat with their schedulers while they booked appointments and asked how they’d want the work to go if it were up to them. Then we connected directly to the TMS they already used, so nobody had to learn a new screen.
When the First Location Went Live
Once the first test location was live, their team kept building loads in the TMS the way they always had. We handled the booking behind them, through whatever channel each facility required, and confirmed appointments started coming back without anyone logging into a portal.
We call this the click moment. It’s usually when a scheduling team’s job starts to change, because they can see appointments getting booked without them. In our customers’ timestamped logs, booking time goes from 7 to 11 minutes per appointment to under a second, and schedulers move from doing the booking to checking it.
Checking is straightforward because every booking leaves an audit trail that schedulers can review step by step. By the end of the pilot, the carrier’s team loved the product and loved working with ours.
Phase 2: From 3 Locations to 30
Going from 3 locations to 30 was a bigger commitment. A pilot tests the software. Thirty locations meant trusting us with real shipper relationships. More locations also brought more variety, including portals that release slots at midnight, receivers who only confirm by email, and loads that need to jump ahead of others.
Midnight releases are a good example of work that falls through the cracks on a manual desk. A portal tells your scheduler to come back at midnight on Thursday, the request goes on a sticky note, and maybe someone remembers. We hold the request, check the portal at midnight, and book the best slot available.
Priority matters too. A raw-ingredient load that keeps a production line running shouldn’t wait behind a truckload of cardboard just because the cardboard was booked first. That’s why we build commodity prioritization into the scheduling rules.
Phase 3: From 30 to 300+ in Days
Then they stopped testing us. Within days, the rollout went from 30 locations to more than 300 active ones, covering every scheduling mode they use: web portals, email, and phone calls we place ourselves.
That pace is possible because of how the integration works. We connect to the TMS once, and that one connection covers every location and every scheduling mode, so adding location 31 or location 301 doesn’t require a new project. The system also keeps learning how each facility behaves as more loads run through it.
We’re proud of how fast that went, partly because most enterprise AI projects move much slower. Gartner puts the average time from AI prototype to production at about eight months, and research from IDC and Lenovo found that 88% of AI proofs of concept never reach production.
What Changed on Their Scheduling Desk
Of everything in this freight scheduling implementation case study, 36 hours is the number we’d hang on the wall. That’s how much shorter their scheduling cycle runs now, which means dispatch gets confirmed appointment times a day and a half sooner.
In reefer, that’s the difference between planning a driver’s week and patching it together at the fuel island.
The work itself changed too. Their team went from managing a pile of chores to orchestrating a system, which in practice means overseeing the bookings and stepping in when a load needs a person.
That changes who a scheduling desk needs. It used to need people who knew 20 portals by heart. Now it needs people who understand the operation, which is why we don’t think hiring more CSRs is the answer to scheduling at scale.
Why They Tell Every Shipper About Us
The last chapter belongs to them. They started telling every shipper they work with that they run on Qued, which is a lot, coming from a customer who doubted us at the start.
It’s also smart business. Shippers grade carriers on scheduling now. Walmart fines suppliers 3% of the cost of goods when shipments miss its 98% on-time, in-full bar, and suppliers carrying that risk push it down to their carriers. Scheduling SLAs show up in RFPs, and some shippers ask which scheduling tool you run before they award freight.
With tender rejections at their highest levels since 2022 as of this past summer, shippers are pruning routing guides down to carriers they can count on. A few have even started telling their other carriers to go ask about us, which is the best marketing we’ve never paid for.
What a Successful Logistics Scheduling Rollout Looks Like
A successful logistics scheduling rollout starts smaller than most vendors want and moves faster than most buyers expect. Pilot your 3 to 10 hardest locations, get the first one live in days, and add locations as fast as the rules get confirmed. Expect adoption above 95%, which is our norm, and schedulers working exceptions instead of portals.
Another large reefer customer summed up the end state: “Qued handles all of our appointment scheduling. We only step in if there’s an exception.” ABCO Transportation, Diel-Jerue, and Windmill Transport followed the same pattern at their own pace.
Use this freight scheduling implementation case study as your yardstick. When a vendor hands you a reference, us included, ask where the pilot ran and how long the first location took. Our scheduling cleanup checklist and our guide to auditing your process without new software will help you pick your own three locations first.
Send Us Your 3 Hardest Locations
This freight scheduling implementation case study started at an airport bar and got to more than 300 live locations in days. They trusted us a little more at every step because the product kept proving itself on their freight, and it still has to.
Next, we’re moving scheduling earlier. Booking off ERP order data is how appointments will get made three days before a load is even tendered, and we’re building toward it now.
Appointments are all we do, an inch wide and a mile deep. We plug into the TMS you already run, including McLeod, MercuryGate, Revenova, e2open, and Turvo, book through every channel a facility requires, and grab the best slot the moment it drops, midnight included. FreightWaves ranked us No. 3 on its 2026 FreightTech 25 for a reason.
Every rollout starts the way this one did, with our team on-site beside yours and a pilot small enough to judge honestly. Run your numbers through the ROI calculator, browse our case studies, and book a demo. Then send over the three locations that give your desk the most grief.
