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  3.  Artificial Intelligence: Key to Improved Route Adherence & Driver Experiences 

Blog, Route Optimization, Workforce Empowerment

 Artificial Intelligence: Key to Improved Route Adherence & Driver Experiences 

Avatar photo

Prateek Shetty

Sep 26, 2023

5 mins read

Route-Adherence-with-AI (1)

Key Takeaways

  • Driver turnover in logistics isn’t primarily about leaving the industry – drivers are switching to companies offering better routes, pay, and benefits, with replacement costs reaching $12,000 per driver.
  • Legacy static routing systems fail to account for real-time challenges like traffic and road closures, leading to extended delivery times and driver burnout.
  • Modern driver apps must go beyond basic GPS to include performance tracking, delivery timelines, and digital proof of delivery features for improved operational efficiency.
  • Locus’s dynamic routing engine continuously learns from real-time data and driver behavior patterns to create optimized routes that balance efficiency with driver preferences and real-world constraints.

In the realm of contemporary logistics, efficiently bridging the gap between point A and B forms the crux of operational success. Autonomous vehicles are seen as the future of delivery, but current laws and technology still require human drivers. In this context, it’s important to recognize drivers as the foundational assets driving our supply chain ambitions. Hence, curating an optimal driver experience emerges as a non-negotiable strategic imperative.

Navigating the Terrain of the “Great Resignation”

Employee attrition, precipitated by burnout, is a widespread corporate concern, and the logistics sector is not immune. Alarming statistics depict a staggering 91% turnover rate for drivers, a narrative that paints a grim picture of a mass exodus from the trucking arena. However, insights from the American Trucking Association (ATA) challenge this prevailing narrative.

While burnout-induced resignations are undeniable, the narrative unfolds differently. Drivers aren’t severing ties with the industry; they’re merely gravitating towards establishments offering superior compensation structures, route experiences, and benefits. For carriers, every instance of attrition carries a hefty financial footprint, ranging from $6,000 to $12,000 per driver. Such capital can be strategically reallocated to drive core business transformations and process enhancements.

Legacy Routing

Gone are the days of static routing. On-ground realities like traffic, road closures, deviations, unscheduled stops are multiple reasons why dynamic routing systems should be implemented. 

However, many carrier companies are still using legacy systems for their routing operations which focus on parameters other than on-ground challenges, making it an inefficient choice. Drivers are often stuck in traffic, and have to avoid road closures and alternate routes are not highlighted on the navigation system that would help drivers navigate around these challenges and deliver faster. This leads to more time on the road, burnout, delayed deliveries. A rather unappealing outcome. This culminates in extended road hours, potential burnout, and delayed deliveries – a stark juxtaposition to operational excellence.

Smart Driver App

The absence of bespoke driver applications exacerbates these challenges. An intelligent 

driver-centric app transcends mere GPS functionalities, offering a holistic interface for performance tracking, delivery timelines, proof of delivery (POD) confirmations, and more. 

Presently such tools compromise both dispatch efficiency and driver performance evaluations, compromising the overall driver experience.With clarity on the pain points surrounding routes and remuneration, the following section will delve into the transformative potential of enterprise grade logistics technology, casting light on holistic strategies to amplify driver performance and satisfaction.

Strategizing with Technology: Elevating Route Adherence and Enriching Driver Experience

The technological growth in recent decades with the inclusion of artificial intelligence and machine learning capabilities, has rendered profound implications for the logistics landscape. 

Let’s delve into how Locus’s innovative Dispatch Management System can revolutionize route planning:

1. Embracing the Fluidity of Routing Models

Static routing models are stifling organizational agility and expansion. What is inevitable is the adoption of self-evolving routing engines. These engines, adept at assimilating real-time data from deviations and modifications, continually refine the route planning to resonate with driver preferences. By mining insights from each delivery endeavor, businesses can aptly forecast driver tendencies and harmonize the dichotomy between predicted and actual routes, promoting operational stability and financial wisdom.

2. Fostering Dynamic & Insight-driven Route Planning

The ideal route planning software  should balance reality with optimization. By imbibing nuances of volatility, real-world constraints, fleet capacities, and the knowledge gained by on-ground personnel, routes devised are pro driver.

3. Data-driven Insights for Pragmatic Decision-making

Using detailed, on-ground data helps identify delivery problems and logistical inefficiencies.

 Advanced analytics not only dissect the root causatives but puts forward strategic recommendations for iterative enhancements.

4. The ‘Driver Companion App’: A Conduit for Enhanced Collaboration

Envision an application that transcends boundaries, fostering seamless interactions between dispatchers, drivers, and clients. The ‘Driver Companion App‘ does precisely this. It empowers dispatchers with real-time driver oversight, facilitating interventions during unforeseen deviations. Conversely, drivers gain a centralized platform, receiving timely reminders, communicating with dispatchers, and streamlining documentation processes, including digital proof of delivery (POD) – all culminating in heightened visibility and, consequently, enriched driver experiences.

In today’s logistics, strong technology isn’t just an improvement; it’s essential for better operations, customer happiness, and increased revenue. Locus stands as a beacon in this domain, aiding shippers, carriers, and other industry players in optimizing supply chain processes, thus elevating both driver and customer experiences.

If your organization’s supply chain growth is stunted due to driver attrition, maybe addressing the underlying routing issues with Locus’ intelligent routing solution could help you improve driver experience, deliver value to customers and increase revenue.


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 Artificial Intelligence: Key to Improved Route Adherence & Driver Experiences 

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