Heavy Duty Trucking Logo
MenuMENU
SearchSEARCH

How AI Relieved This Fleet’s Accounts Payable Logjam

Invoices were getting lost. Vendors weren’t getting paid. Bulldog Hiway Express turned to AI to move its accounts payable department into the 21st century.

December 7, 2023
How AI Relieved This Fleet’s Accounts Payable Logjam

Lost invoices and missed vendor payments prompted Bulldog Hiway Express to seek out a new way keeping track of accounts payable.

Photo: Bulldog Hiway Express

3 min to read


When Kent Taylor came onboard at Bulldog Hiway Express as the South Carolina carrier’s new CFO, he inherited an accounts payable department that was pretty much mired in the past.

Ad Loading...

“I saw right off that we had a very manually intensive process,” he says. “Lots of paper shuffling. Lots of printed-out invoices. Productivity was low. And we had a lot of lost invoices between our branch offices in Savannah, Georgia and Mobile, Alabama.

“We pride ourselves on customer service at Bulldog. And that goes both ways: We want our vendors to be paid the way we want to be paid.”

Ad Loading...

Taylor saw a lot of opportunity to fine-tune the department and boost productivity.

“I had an idea of what kind of management platform I wanted,” he says. “I’ve been through this process before. And you really have to peel back the layers of inefficiency to understand what’s going on and the obstacles you’re facing.”

At the core, what Taylor wanted for Bulldog’s accounts payable department was more control for employees handing invoices, as well as more transparency.

“That would give us more efficiency and more visibility into where our money was going, and what payments were outstanding. We needed to be able to see the movement of our invoices from point-of-purchase to payment.”

Based on those needs, Stampli, a provider of AI-powered, intelligent financial management platforms, stood out to Taylor.

Ad Loading...

“We needed a user-friendly system,” he says. “And their system checked almost all of our other boxes. On top of that, we found that their customer service was excellent. So, it was a good fit.”

AI Automates Fleet Accounts Payable

Fleet Snapshot

Who: Bulldog Hiway Express

Where: Charleston, South Carolina

Fleet: 140 tractors

Operations: flatbed, intermodal, drayage, specialized haul, heavy haul

Fun Fact: The Heavy Haul fleet handles loads up to 160,000 pounds.

Challenge: Outdated accounts payable department

One particularly appealing feature offered by Stampli was that it uses artificial intelligence to “learn” a company’s accounts payable process.

“What Stampli’s AI engine does is make decisions about invoices based on historical data,” Taylor explains.

Historically, he says, Bulldog had a massive amount of invoices that were lost or delayed for a variety of reasons — most of which could be traced to human errors.

“There are a lot of repetitive, manually intensive steps that have to be done when processing invoices,” Taylor says.

Ad Loading...

“What Stampli does is take over those procedures and learn from them. It begins to learn our vendors. It knows, for example, that a certain vendor sells us tires. And it then begins to learn how to properly code that transaction for our accounting system. It can then automatically upload those invoices and email them to all the concerned parties.

Increasing Productivity

"Moreover, it gives all of us greater visibility as to where those invoices are in the accounts payable process. So, we can tell at a glance when they’re due, who has approved them, and if they’re ready to move ahead and process the payment.”

Adopting Stampli has taken Bulldog Hiway Express’ accounts payable department to new levels of productivity and efficiency, Taylor says.

Using Stampli’s AI-powered accounting software has given Bulldog fleet managers greater transparency into its finances while boosting productivity throughout the accounts payable department. 

Photo: Bulldog Hiway Express

Better Visibility on Where Money is Going

“Our leadership team has a lot more visibility into where our money is going,” he says. “It’s also helped us streamline costs, and we can now see what products and services are the most valuable for us.

“Stampli has opened the door that allows us to ask the right questions about which vendors are the most attractive to us, and why. Having every invoice available electronically — no matter where it is while being processed — makes it much easier for us to check them for accuracy and has given us cost savings that we can quantify.”

Subscribe to Our Newsletter

More Fleet Management

ATA Truck Tonnage April 2026

ATA Truck Tonnage Holds Steady in April at Highest Levels Since 2022

ATA’s For-Hire Truck Tonnage Index was unchanged in April after a strong March gain, with freight volumes remaining at their highest levels since late 2022.

Read More →
Greg Feary, president and managing partner of transportation law firm Scopelitis, Garvin, Light, Hanson & Feary.
Fleet Managementby Jack RobertsMay 20, 2026

Behind the SCOTUS Broker Ruling Part 1

Transportation attorney Greg Feary breaks down the recent Supreme Court decision that brokers can be held liable for damages in truck accidents and what it means for the trucking industry going forward.

Read More →
Ad Loading...
ACT Research preliminary trailer orders April 2026.

ACT Research: Trailer Orders Continue Upward Surprise in April

Preliminary net trailer orders rose 3% from March and jumped 126% year over year, signaling stronger-than-expected demand despite typical seasonal softness.

Read More →
DAT Freight Volume April 2026

DAT: Fuel Surcharges Drive April Truckload Rate Gains as Freight Volumes Slip

Truckload spot and contract rates climbed in April. But DAT says higher fuel costs -- not stronger freight demand -- were behind most of the increase.

Read More →
Graphic with light bulbs, HDT Truck Fleet Innovators logo, and the word Nominations
Fleet ManagementMay 15, 2026

Deadline Extended for HDT Truck Fleet Innovators Nominations

Heavy Duty Trucking has extended the deadline for nominations for its Truck Fleet Innovators awards. The deadline has been extended to May 22.

Read More →
Ad Loading...
Illustration of U.S. Supreme Court building and a truck crash

Supreme Court Ruling Puts Freight Broker Vetting Practices in Spotlight

The unanimous SCOTUS ruling in the closely watched Montgomery v. Caribe case allows state negligence claims against freight brokers that hire unsafe motor carriers, raising new liability and vetting concerns among brokers.

Read More →
Mobile tablet showing Motus screen against highway background with Motus logo

FMCSA’s Motus System Is Coming. What Fleets Need to Know Now

FMCSA's long-awaited registration system promises a single portal — and tighter fraud controls. And there are steps you need to take by May 14.

Read More →
Fleet Advantage Generative AI study.

Fleet Advantage: Fleets Embrace Generative AI, but Data Problems Limit Operational Gains

New Fleet Advantage research shows generative AI adoption has exploded among private fleets. But poor data integration and weak ROI tracking are preventing fleets from unlocking AI’s full operational and financial value.

Read More →
Ad Loading...
Phillips Connect extends Nussbaum trailer life.

How Phillips Connect Helped Nussbaum Transportation Double its Trailer Life

Seven years into deploying Phillips Connect’s smart trailer platform, Nussbaum Transportation has extended trailer life from 10 to 15 years.

Read More →