Last-Mile Roundtable: The nitty-gritty on the all-important last mile
Where do parcel and last-mile operations stand today? How will advances in artificial intelligence and visibility technology change the delivery game? And, perhaps most importantly, what can shippers do to ensure their parcel carriers consider them “shippers of choice”? To get some answers, we asked leading experts from companies participating in DC Velocity’s Last-Mile Theater at Modex 2024. Here’s what they had to say.
David Maloney has been a journalist for more than 35 years and is currently the group editorial director for DC Velocity and Supply Chain Quarterly magazines. In this role, he is responsible for the editorial content of both brands of Agile Business Media. Dave joined DC Velocity in April of 2004. Prior to that, he was a senior editor for Modern Materials Handling magazine. Dave also has extensive experience as a broadcast journalist. Before writing for supply chain publications, he was a journalist, television producer and director in Pittsburgh. Dave combines a background of reporting on logistics with his video production experience to bring new opportunities to DC Velocity readers, including web videos highlighting top distribution and logistics facilities, webcasts and other cross-media projects. He continues to live and work in the Pittsburgh area.
Q:How would you describe the current state of the last-mile and parcel markets?
Kevin Reader: Today we consider last-mile logistics to be the movement of goods from a transportation hub to the final delivery destination. Quantified precisely, the last-mile market is valued at around $131.5B (2021) at a CAGR 8.13%, from 2021–2031, and will reach around $288.9B by 2031. Last-mile delivery accounts for more than 53% of total shipping cost, according to FarEye.com, and is most widely used in the food, e-commerce, retail, and pharmaceutical industries. Current drivers of these costs include increased use of the internet and expansion of the e-commerce industry in general. We expect that the courier, express, and parcel market is really (or will become) a subset of this market.
Tim Kraus: Demands for fast deliveries and increased service levels (such as delivering inside a garage or car trunk instead of at the door) increase complexity and further justify the need to find ways to reduce costs wherever possible in last-mile operations. This has led to innovations in the automation of last-mile sortation facilities to quickly get parcels in the building, sorted, and back out as fast as possible.
Chirag Modi: Four major parcel carriers in North America (USPS, UPS, FedEx, and Amazon) are moving forward with their infrastructure improvements with an aggressive, forward-looking view. Amazon is already the largest parcel delivery carrier and continues to widen the gap. UPS is the next biggest in this space.
Throughout the industry, there is an acute need for improved economics in the last- or final-mile space. While drone and robot deliveries are gaining traction, industrywide change remains elusive. Without Amazon aggressively changing consumer behavior with respect to store or locker pickups (much like what they did with Prime, two-day free shipping, lockers, and other innovations), there is little [prospect] for cost improvements in this space.
Q:E-commerce grew this year but slowed somewhat as shoppers returned to stores. What will it take to get e-commerce shipping back on the high-growth track?
Fernando Rabel: Following a 17.1% growth rate surge in 2021, the global e-commerce market is expected to sustain a minimum growth rate of 8% in the coming years. In the United States, the third quarter of 2023 witnessed a 7.8% increase in e-commerce sales compared to the same quarter in 2022. We are back on trend for long-term growth.
Chirag Modi: As expected, e-commerce has slowed this year in comparison to during Covid-19. The biggest difference is that a good portion of those e-commerce sales are now being fulfilled out of stores. There is a feeling of saturation with store pickups versus e-tailers like Amazon. Both brick-and-mortar stores and e-tailers have had to adapt to new realities of physical store presence and have learned to co-exist. There will be intense market share competition between Wal-Mart, Amazon, Target, and a few top retailers, but it will be a zero-sum game when we look at growth in the entire e-commerce channel for some time to come.
Tim Kraus: One could surmise that faster deliveries and lower prices would both encourage e-commerce growth again. One way to improve both metrics is by investing in automated last-mile processing to quickly get parcels in, sorted, and back out quickly.
Q: How can technologies improve the visibility of goods in transit?
Kevin Reader: Courier, express, and parcel services (CEP) players are well positioned to control the core steps in the transportation process—capacity management, route optimization, planning, and sorting. Physical control of these parcels also gives these companies control of the associated data, but there are a few technology companies, such as Knapp, that have innovation underway in these areas.
Chirag Modi: Technologies are changing dramatically every day. Cloud computing has changed the real-time data availability exponentially in terms of quality, affordability, and quantity. As a result, the amount of data we collect on this planet now doubles every five years.
More technologies are being added to make sense of the data being collected. And control towers are now a standard industry term and soon will be a standard offering with current solutions like transportation management and will [enable] a real-time feedback loop into the supply chain planning and inventory management process (versus batch processes).
Tim Kraus: Every time a package is scanned, it creates another data point that could be used to help track the parcel’s progress before the final home delivery. Automated sortation solutions in last-mile facilities require scanning and inherently bring that extra data point. So, compared to a facility that is not automated, this can be an important data point to improve visibility that is essentially free.
Q: When will we start to see electric delivery vehicles significantly impacting last-mile operations?
Fernando Rabel: In the second half of 2024, we will start to see EVs make a significant impact in last-mile deliveries. Over the next six to nine months, RXO will have a fully electric operation in New York City and 15 to 20% of our hub markets will have at least one EV making deliveries. With the federal and state investments in charging infrastructure, more affordable and available vehicles, and customers looking to decrease their carbon footprint, EV deliveries will continue to grow throughout the year.
Kevin Reader: We are already seeing this trend, and we can expect that it will continue. Look for a more robust effort by the commercial vehicle (CV) players between 2025 and 2030 in the areas of last-mile delivery, since they are well positioned to operate autonomous delivery fleets and they have routing expertise.
Why do we think that the CEP market lacks the maturity and vision today? There are essentially two reasons. The first is that over the last several years, only 5% targeted new technology for M&A efforts, and the second is that their new patent activity has been quite low in the area of last-mile technology.
Chirag Modi: Quality and affordability will drive the adoption of these vehicles. Right now, they are a novelty and scoring some points on customer perception. Without fast-charging infrastructure outside of densely populated urban areas and federal subsidies, adoption at scale will be slow to take off. We anticipate by 2030 the industry and infrastructure will be in a better position to put the flywheel effect into motion for EV delivery.
Q: How might artificial intelligence influence the design of software for managing deliveries?
Chirag Modi: Generative AI technology is improving constantly. More and more companies (including Blue Yonder) are exploring options to do this in a responsible manner. At the pace at which physical infrastructures, digital infrastructures, and deregulatory environments are changing, it is imperative to work in a collaborative environment to design any solution with AI. In addition, the type of talent available in the market to build these solutions using AI is currently limited. These combined factors are influencing and limiting the current use of AI.
Kevin Reader: This is quite a broad subject. Let’s just consider one business case where customer expectations are rising, resources are less available, and the cost to deliver and routing (i.e. last-mile cost) is volatile and high. This is an ideal example for an AI application that is constantly evaluating these factors (among others), reducing cost to serve and optimizing performance, while still meeting customer expectations—and doing so in real time.
Q: What can shippers do to be “shippers of choice” with their parcel carriers?
Fernando Rabel: To be a shipper of choice, a shipper must adhere to the volume estimates the parcel carrier based its pricing on, provide great communication so the parcel carrier understands when business requirements change, and provide easy access to facilities for the parcel drivers.
Chirag Modi: The basics have not changed, and mainstays such as quality of service, affordability, and continuous innovation/improvement remain. Service providers have always been judged based on these three factors. At the same time, the weight of each of these varies from one client to another (e.g., low-margin/low-growth industries may put more emphasis on cost and service, while high-growth industries might place a higher priority on innovative services).
Q: How can third-party service providers help shippers meet customer demands?
Fernando Rabel: Third-party logistics service providers (3PLs) enhance shippers’ ability to meet customer demands through their expertise in logistics management and advanced technology use. They offer cost-effective, scalable services, leveraging their networks for efficient shipping and compliance. 3PLs ensure timely and reliable deliveries, improving customer service with real-time tracking and effective return management.
They also adeptly handle risk management and contribute to sustainability efforts. By optimizing shipping strategies, managing inventory, and mitigating supply chain disruptions, 3PLs provide shippers with the flexibility and efficiency needed to adapt to market changes and maintain customer satisfaction.
Tim Kraus: Investing in automated solutions can help third-party providers minimize delivery time, for one. Automated solutions can also minimize dependence on temporary labor, which can be a huge operational risk. An automated solution also helps to minimize human error, which can lead to missed delivery promises, which diminishes customer satisfaction. Finally, an automated solution can reduce the cost per package in last-mile logistics.
Progress in generative AI (GenAI) is poised to impact business procurement processes through advancements in three areas—agentic reasoning, multimodality, and AI agents—according to Gartner Inc.
Those functions will redefine how procurement operates and significantly impact the agendas of chief procurement officers (CPOs). And 72% of procurement leaders are already prioritizing the integration of GenAI into their strategies, thus highlighting the recognition of its potential to drive significant improvements in efficiency and effectiveness, Gartner found in a survey conducted in July, 2024, with 258 global respondents.
Gartner defined the new functions as follows:
Agentic reasoning in GenAI allows for advanced decision-making processes that mimic human-like cognition. This capability will enable procurement functions to leverage GenAI to analyze complex scenarios and make informed decisions with greater accuracy and speed.
Multimodality refers to the ability of GenAI to process and integrate multiple forms of data, such as text, images, and audio. This will make GenAI more intuitively consumable to users and enhance procurement's ability to gather and analyze diverse information sources, leading to more comprehensive insights and better-informed strategies.
AI agents are autonomous systems that can perform tasks and make decisions on behalf of human operators. In procurement, these agents will automate procurement tasks and activities, freeing up human resources to focus on strategic initiatives, complex problem-solving and edge cases.
As CPOs look to maximize the value of GenAI in procurement, the study recommended three starting points: double down on data governance, develop and incorporate privacy standards into contracts, and increase procurement thresholds.
“These advancements will usher procurement into an era where the distance between ideas, insights, and actions will shorten rapidly,” Ryan Polk, senior director analyst in Gartner’s Supply Chain practice, said in a release. "Procurement leaders who build their foundation now through a focus on data quality, privacy and risk management have the potential to reap new levels of productivity and strategic value from the technology."
Businesses are cautiously optimistic as peak holiday shipping season draws near, with many anticipating year-over-year sales increases as they continue to battle challenging supply chain conditions.
That’s according to the DHL 2024 Peak Season Shipping Survey, released today by express shipping service provider DHL Express U.S. The company surveyed small and medium-sized enterprises (SMEs) to gauge their holiday business outlook compared to last year and found that a mix of optimism and “strategic caution” prevail ahead of this year’s peak.
Nearly half (48%) of the SMEs surveyed said they expect higher holiday sales compared to 2023, while 44% said they expect sales to remain on par with last year, and just 8% said they foresee a decline. Respondents said the main challenges to hitting those goals are supply chain problems (35%), inflation and fluctuating consumer demand (34%), staffing (16%), and inventory challenges (14%).
But respondents said they have strategies in place to tackle those issues. Many said they began preparing for holiday season earlier this year—with 45% saying they started planning in Q2 or earlier, up from 39% last year. Other strategies include expanding into international markets (35%) and leveraging holiday discounts (32%).
Sixty percent of respondents said they will prioritize personalized customer service as a way to enhance customer interactions and loyalty this year. Still others said they will invest in enhanced web and mobile experiences (23%) and eco-friendly practices (13%) to draw customers this holiday season.
That challenge is one of the reasons that fewer shoppers overall are satisfied with their shopping experiences lately, Lincolnshire, Illinois-based Zebra said in its “17th Annual Global Shopper Study.”th Annual Global Shopper Study.” While 85% of shoppers last year were satisfied with both the in-store and online experiences, only 81% in 2024 are satisfied with the in-store experience and just 79% with online shopping.
In response, most retailers (78%) say they are investing in technology tools that can help both frontline workers and those watching operations from behind the scenes to minimize theft and loss, Zebra said.
Just 38% of retailers currently use AI-based prescriptive analytics for loss prevention, but a much larger 50% say they plan to use it in the next 1-3 years. That was followed by self-checkout cameras and sensors (45%), computer vision (46%), and RFID tags and readers (42%) that are planned for use within the next three years, specifically for loss prevention.
Those strategies could help improve the brick and mortar shopping experience, since 78% of shoppers say it’s annoying when products are locked up or secured within cases. Adding to that frustration is that it’s hard to find an associate while shopping in stores these days, according to 70% of consumers. In response, some just walk out; one in five shoppers has left a store without getting what they needed because a retail associate wasn’t available to help, an increase over the past two years.
The survey also identified additional frustrations faced by retailers and associates:
challenges with offering easy options for click-and-collect or returns, despite high shopper demand for them
the struggle to confirm current inventory and pricing
lingering labor shortages and increasing loss incidents, even as shoppers return to stores
“Many retailers are laying the groundwork to build a modern store experience,” Matt Guiste, Global Retail Technology Strategist, Zebra Technologies, said in a release. “They are investing in mobile and intelligent automation technologies to help inform operational decisions and enable associates to do the things that keep shoppers happy.”
The survey was administered online by Azure Knowledge Corporation and included 4,200 adult shoppers (age 18+), decision-makers, and associates, who replied to questions about the topics of shopper experience, device and technology usage, and delivery and fulfillment in store and online.
Supply chains are poised for accelerated adoption of mobile robots and drones as those technologies mature and companies focus on implementing artificial intelligence (AI) and automation across their logistics operations.
That’s according to data from Gartner’s Hype Cycle for Mobile Robots and Drones, released this week. The report shows that several mobile robotics technologies will mature over the next two to five years, and also identifies breakthrough and rising technologies set to have an impact further out.
Gartner’s Hype Cycle is a graphical depiction of a common pattern that arises with each new technology or innovation through five phases of maturity and adoption. Chief supply chain officers can use the research to find robotic solutions that meet their needs, according to Gartner.
Gartner, Inc.
The mobile robotic technologies set to mature over the next two to five years are: collaborative in-aisle picking robots, light-cargo delivery robots, autonomous mobile robots (AMRs) for transport, mobile robotic goods-to-person systems, and robotic cube storage systems.
“As organizations look to further improve logistic operations, support automation and augment humans in various jobs, supply chain leaders have turned to mobile robots to support their strategy,” Dwight Klappich, VP analyst and Gartner fellow with the Gartner Supply Chain practice, said in a statement announcing the findings. “Mobile robots are continuing to evolve, becoming more powerful and practical, thus paving the way for continued technology innovation.”
Technologies that are on the rise include autonomous data collection and inspection technologies, which are expected to deliver benefits over the next five to 10 years. These include solutions like indoor-flying drones, which utilize AI-enabled vision or RFID to help with time-consuming inventory management, inspection, and surveillance tasks. The technology can also alleviate safety concerns that arise in warehouses, such as workers counting inventory in hard-to-reach places.
“Automating labor-intensive tasks can provide notable benefits,” Klappich said. “With AI capabilities increasingly embedded in mobile robots and drones, the potential to function unaided and adapt to environments will make it possible to support a growing number of use cases.”
Humanoid robots—which resemble the human body in shape—are among the technologies in the breakthrough stage, meaning that they are expected to have a transformational effect on supply chains, but their mainstream adoption could take 10 years or more.
“For supply chains with high-volume and predictable processes, humanoid robots have the potential to enhance or supplement the supply chain workforce,” Klappich also said. “However, while the pace of innovation is encouraging, the industry is years away from general-purpose humanoid robots being used in more complex retail and industrial environments.”
An eight-year veteran of the Georgia company, Hakala will begin his new role on January 1, when the current CEO, Tero Peltomäki, will retire after a long and noteworthy career, continuing as a member of the board of directors, Cimcorp said.
According to Hakala, automation is an inevitable course in Cimcorp’s core sectors, and the company’s end-to-end capabilities will be crucial for clients’ success. In the past, both the tire and grocery retail industries have automated individual machines and parts of their operations. In recent years, automation has spread throughout the facilities, as companies want to be able to see their entire operation with one look, utilize analytics, optimize processes, and lead with data.
“Cimcorp has always grown by starting small in the new business segments. We’ve created one solution first, and as we’ve gained more knowledge of our clients’ challenges, we have been able to expand,” Hakala said in a release. “In every phase, we aim to bring our experience to the table and even challenge the client’s initial perspective. We are interested in what our client does and how it could be done better and more efficiently.”