Heavy Duty Trucking Logo
MenuMENU
SearchSEARCH

How Customized Data Can Make Last-Mile Routing More Efficient

The ability of fleets to deliver their loads to the right place at the right time is more important than ever to the economy, but last-mile routing remains a huge challenge.

by Brian Larwig, Trimble MAPS
May 22, 2020
How Customized Data Can Make Last-Mile Routing More Efficient

Look for routing solutions that get drivers exactly where they need to be, including entry and exit gates.

Photo: Trimble Maps

5 min to read


U.S. consumers spend trillions of dollars a year buying things online, and those numbers are accelerating. Thanks to the “Amazon effect,” consumer confidence is growing in how much they buy online, as well as what they buy, and the surge in online buying during COVID-19 shelter-in-place orders has only accelerated that trend.

Ad Loading...

At the same time, technology adoption and consumer expectations of e-commerce experiences have heightened. People want to know when their shipment is going to arrive and what’s going to happen when it’s delivered. Even more, they would like to be able to communicate alternate arrival times and locations up to even an hour before the scheduled delivery. They want visibility throughout the journey and proof of delivery. Mostly, it needs to be easy on all sides.

The ability of fleets to deliver their loads to the right place at the right time is more important than ever to the economy, but last-mile routing remains a huge challenge. Last-mile issues can make up a hefty 28% of a shipment’s total cost, according to Cerasis. This isn’t just a home delivery issue. The same expectations make their way up the supply chain to the transportation of loads from distribution centers to retail outlets, for example. The receiver at the back dock at the retail outlet wants to track their shipments, know when it is going to arrive, and have it arrive on time.

Ad Loading...

What Information Routing Tools Need

Existing tools are fairly effective at routing drivers from Chicago to Los Angeles or Florida to New York. The challenge is the last mile, because everything has to be detailed and granular. If the delivery site is a college campus, a generic address isn’t informative enough. Vehicle entry gates may be on another road than the “address” of the location. A driver needs to know which specific door at which specific building, and the roads the vehicle can take to get there. Directions and locations need to be exact, down to the final yard of where to leave a parcel or meet a receiver. Drivers should also have detailed information about the expectations of receivers: Do they expect “over the threshold”? Assembly? Setup? Returns? Pictures? Surveys? Signature?  

Time windows and ETAs need to be granular as well, even up to the point of a 30-minute window. With routing technology, fleets can optimize routes and schedules by using customer-provided time windows. Fleets can also use technology for exception management by continuously monitoring events such as traffic or unplanned stops, and receive notifications when a planned ETA will be missed. Furthermore, fleets can share this dynamic delivery status information directly with customers, taking a proactive approach to freight movement and customer service.
Planned time at a location should also be more precise in the final mile. A stop that takes 20 minutes longer than expected can delay all subsequent stops. For instance, lengthy dwell and detention times burden fleets by making it difficult for drivers to stay on schedule. With location intelligence, carriers could obtain dwell and detention times and use that data to inform their planning, resulting in greater operational efficiency. 

Accurate Data Needed for Optimized Delivery

Today, as the volume of demand and orders increases, drivers are still relying on inaccurate location data. They are often sent to an address that may not be the true truck or delivery entrance, and lose time searching for the actual destination. Another challenge is that many map providers do not have every non-public driveway or facility access mapped. If there is a side road a driver is supposed to take to arrive at the correct gate, but that side road isn’t included in their routing, the driver will get off-track. That not only causes avoidable delays, but also has the potential to be unsafe if the vehicle ends up on a road where it shouldn’t be or resorts to unsafe maneuvers.

For drivers to get to the right place on their first try, they need precise locations for pick-ups and drop-offs and turn-by-turn directions. More precise last-mile routing can have a dramatic impact on fleets’ efficiency by preventing wasted time and money. In a highly competitive sector with thin margins, the ability to optimize resources and reduce inefficiency is critical to success. Greater precision also helps carriers give more accurately estimate arrivals, which not only enables them to refine their scheduling, but also helps manage and meet customer expectations. 

Creating Custom Routing Sites

Building custom sites doesn’t have to be complicated. At a baseline, this means using latitude and longitude to pin specific locations on a satellite map. The more advanced version is to build custom “sites” that define a location’s truck-specific entry and exit gates and/or custom gate paths that specify the roads drivers should take into/out of the site. The key is to provide the driver with safe guidance at a location—from which road they should enter or depart on, to where the gates are, to which dock or door to make pick-ups and deliveries. By building up this detailed information and sharing it with the driver, the back office can create complete operational consistency from the planning to the execution. The back office knows precise mileage and drive times, and the driver is safer and more efficient. There are a variety of methods to accomplish this data sharing, including a conversation, a note-taking system, or through robust site-management tools that automate the recording and sharing of this valuable information. 

Ad Loading...

Making improvements to last-mile routing with data insights and location intelligence will have a dramatic impact on drivers, fleets, and the industry as a whole. Customizing location data produces better mileage results, provides more precise drive times to the right gate, and provides better turn-by-turn directions to drivers, which leads to better on-time delivery success, better customer service, and improved driver satisfaction. Overall, customized location data can make fleets more efficient every mile of the way. 

Brian Larwig

Photo: Trimble Maps

Brian Larwig is vice president and general manager over Trimble’s Analytics, Big Data, Optimization, and Last Mile product lines. He has more than 16 years of experience in transportation technologies focused on efficiencies, automation, decision assist, and building data focused solutions. This article was authored and edited according to HDT editorial standards and style to provide useful information to our readers.

Subscribe to Our Newsletter

More Fleet Management

Illustration of a chalkboard with a hand drawing an arrow curving away from a partially erased straight arrow with the words "Embracing Change," the Heavy Duty Trucking Logo and the "cover feature" graphic.
Fleet Managementby Deborah LockridgeAugust 1, 2026

How Innovative Trucking Leaders Turn Change Into an Advantage

As the pace of change accelerates in trucking, the fleets that adapt best have more than the latest technology. They have cultures that embrace improvement.

Read More →
Illustration of past due invoices with red X on top with background of a truck at a loading dock
Fleet ManagementJuly 27, 2026

Freight Broker Bonds Just Got Harder to Get. Here's What That Means for Your Fleet.

When it gets harder for a freight broker to prove they are financially sound, the ones who cannot clear that bar get pushed out of the market. And those are exactly the brokers who used to leave motor carriers holding the bag.

Read More →
Photo of cable bridge crossing Detroit River
Fleet Managementby Deborah LockridgeJuly 23, 2026

Long-Awaited Canadian Border Bridge to Open in Detroit

For trucking, the bridge opening should offer immediate improvements in efficiency and reliability, with new customs facilities, expanded inspection capacity, and direct freeway-to-freeway connections.

Read More →
Ad Loading...
Blue International heavy-duty truck with Aurora driverless truck software coming head-on on an interstate highway
Equipmentby Deborah LockridgeJuly 22, 2026

Aurora Rolls Out Next Generation of Driverless Trucks for Commercial Freight

Aurora's latest autonomous trucks it's rolling out with International feature lower-cost hardware designed for a million miles as the company expands commercial driverless freight operations across the U.S. Sun Belt.

Read More →
American Trucking Associations for-hire tonnage graph
Fleet Managementby Deborah LockridgeJuly 21, 2026

Freight Tonnage Down, Rates up, as Lower Capacity Powers Trucking Recovery

The recovery from the freight recession continues to be driven by reduction in capacity rather than by increased demand.

Read More →
Cyberstop column header depicting images of ChatGPT prompt on a smartphone and shadowy hooded figure
Fleet Managementby Ben WilkensJuly 17, 2026

Think Your Trucking Fleet Isn't Using Much AI? Think Again

Shadow AI — the use of unauthorized artificial intelligence tools at work — is becoming increasingly common, putting sensitive company data at risk. Learn how trucking fleets can protect sensitive data while embracing AI.

Read More →
Ad Loading...
Photo of semi trucks with Panther, ArcBest, and ABF trailers backed up to docks, with ArcBest logo superimposed on top
Fleet Managementby Deborah LockridgeJuly 17, 2026

ArcBest Consolidates Brands, Cuts Workforce

The company will bring three business units under the ArcBest brand, eliminate about 2% of positions, and expects the changes to generate $40 million in annual savings.

Read More →
Cover of ATRI operational costs study with graph clip art and photo of trucks on highway in the background
Fleet Managementby Deborah LockridgeJuly 15, 2026

Trucking Fleets Faced Record Operating Costs During Third Year of Freight Recession

ATRI's annual operational cost report shows carriers trimmed fleets, delayed equipment purchases, and ran older trucks as expenses continued to outpace freight rates.

Read More →
Micheline AI Assistant.

Michelin Adds AI Assistant to MyConnectedFleet Platform

Michelin’s new generative AI tool delivers instant fleet insights, helping managers analyze fuel use, tire maintenance, vehicle status, and operational performance without manually creating reports.

Read More →
Ad Loading...
LytxOne Platform.

LytxOne Platform Now Features AI, Compliance, and Asset Tracking Tools

New enhancements add AI-powered insights, asset tracking, compliance automation, and configurable privacy controls to Lytx's all-in-one fleet management platform.

Read More →