Refrigerated carriers face pressures that set them apart from every other freight segment. Maintaining temperature control requires constant vigilance. Equipment costs are higher, service windows are tighter and detention times are longer than in any other mode.

Add in ongoing labor shortages and a volatile rate environment and it becomes clear why running a profitable refrigerated fleet is uniquely complex.

Against this backdrop, decision automation – the application of AI-driven tools to dispatch, plan and optimize – has emerged as a powerful resource. By analyzing patterns in data and automatically recommending the best options, automation helps fleets make faster, smarter and more consistent choices.

Here’s how this technology addresses the most pressing challenges in refrigerated freight.

Detention Disaster

According to a 2023 report from the American Transportation Research Institute (ATRI), drivers pulling reefer trailers experienced the most detention time, occurring in an average of 56.2% of stops. Extended wait times at shippers and receivers are especially damaging in the cold chain. Beyond the frustration drivers experience, detention reduces utilization, increases operating costs and can put temperature-sensitive loads at risk.

Decision automation can flag high-risk loads and incorporate historical detention data into planning models. This allows fleets to proactively schedule assignments that minimize exposure to facilities with chronic delays. With better planning, drivers spend more time on the road generating revenue and less time waiting in a dock door queue.

Technology Integration

Many fleets want the benefits of advanced technology but hesitate because of concerns about disruption. Refrigerated operations, with their narrow margins, cannot afford lengthy system replacements or steep learning curves for staff.

Modern decision automation platforms are built with connectivity in mind. They link directly to transportation management systems, telematics and other operational tools so carriers can adopt them without disrupting day-to-day workflows. With integrations in place, fleets can gradually expand automation’s role, layering in new capabilities while preserving the systems and processes they already rely on.

It’s also important to collaborate with a provider who values the importance of change management when it comes to implementing an AI-based technology platform. Unlike traditional software deployments, implementing decision automation requires deep change across people, processes and technology. According to McKinsey, on average only about 2% of employees are directly involved in a typical transformation effort. But their research has also found that organizations who expand their participation see far better outcomes.

Driver Retention

Refrigerated trucking is tough on drivers: unpredictable hours, long detention times and demanding service requirements all contribute to high turnover. Retention is one of the industry’s biggest pain points. According to data from Conversion Interactive Agency and People. Data. Analytics. (PDA), two leaders in driver recruitment and retention, driver pay remained a top concern in recruiting and retention, with 59% of drivers reporting they earned less in 2024 than in 2023.

By creating more predictable schedules and smoothing out planning inconsistencies, decision automation improves the driver’s experience. Assignments become more balanced, last-minute changes are reduced and drivers gain confidence that they will be utilized efficiently. Fleets that implement automation often report fewer empty miles, steadier freight on company trucks and improved earnings per mile—all of which make driving jobs more sustainable and attractive.

Economic Pressures

The refrigerated segment faces the same macroeconomic headwinds as the rest of the supply chain & logistics industry—rising costs for labor, fuel and equipment—but with even thinner room for error. Underutilized assets or inefficient planning can quickly erode margins.

Decision automation helps fleets stretch their resources further. By optimizing load assignments, reducing empty miles and prioritizing the highest value moves (short- and long-term), automation improves asset utilization and revenue per truck. Routine decisions are handled automatically, freeing managers to focus on strategic improvements that strengthen the bottom line.

Refrigerated trucking will always come with unique challenges, but new tools are making them easy to anticipate and manage. Decision automation equips carriers with the ability to plan smarter, act faster and deliver more reliable service without overextending their resources.

In an industry where every mile and every hour matters, automation is a competitive necessity.