As companies decide where to locate their distribution facilities, they must take into account big changes in costs, technology, customer demands, and global economic conditions.
John H. Boyd (jhb@theboydcompany.com) is founder and principal of The Boyd Co. Inc. Founded in 1975 in Princeton, New Jersey, and now based in Boca Raton, Florida, the firm provides independent site selection counsel to leading U.S. and overseas corporations.
Organizations served by Boyd over the years include The World Bank, The Council of Supply Chain Management Professionals (CSCMP), The Aerospace Industries Association (AIA), MIT’s Work of the Future Project, UPS, Canada's Privy Council, and most recently, the President’s National Economic Council providing insights on policies to reduce supply chain bottlenecks.
There is a complex web of factors that influence where a company chooses to locate a warehouse or distribution center (DC) and how it chooses to operate it. These factors can vary depending not only on the company's own individual business needs but also on economic conditions and trends in the marketplace. The following are four significant trends that our clients say are affecting how they look at their distribution site selection and operations.
1. Focus on costs
Costs have always played a large role in deciding where to locate a distribution facility. But in the face of uneven growth and economic uncertainty on both the global and domestic fronts, many cautious companies are keeping an even closer eye on costs. Hot-button areas include the rise of temporary labor staffing, expected to increase at a strong 3.5 percent pace this year, and industrial rents for warehousing space, up 8.6 percent nationally and well over 10 percent in markets like New Jersey, South Florida, and the Bay Area of California.
Article Figures
[Figure 1] Total annual geographically variable operating-cost rankingEnlarge this image
The comparative cost of doing business in terms of labor, land, DC construction, power, and taxes can vary dramatically, even within the same geographic region of the country. For example, Figure 1 compares the cost of operating a representative distribution warehouse in various locations throughout the vast consumer markets in the northeastern United States and eastern Canada. Annual operating costs range from a high of $21.3 million in the Meadowlands of northern New Jersey to a low of $13.4 million in eastern Ontario—a differential of over 30 percent. (All figures are in U.S. dollars.)
Companies looking to keep costs low, then, may be tempted to locate their warehouse or distribution center in a lower-cost area. For example, the Boyd BizCosts analysis shows that the least costly location for a distribution center in the northeastern part of North America is eastern Ontario, which is located between Toronto and Montreal and has easy cross-border access to the U.S. Northeast via I-81. Eastern Ontario's cost effectiveness is driven by a number of factors, including a favorable exchange rate, low land costs, absence of development fees, and lower corporate fringe-benefit costs owing to Canada's national health-care system. Our supply chain clients in the United States typically pay about 40 percent of their payroll for benefits; in Canada, that figure is closer to 20 percent. Additionally, the consulting company KPMG ranks Canada first among the G7 nations in terms of tax policies because of its low corporate taxation rates. These advantages end up trumping administration issues at the borders, which have been greatly streamlined in recent years by the Free and Secure Trade (FAST) program.
2. Increasing automation and the talent gap
Advances in technology and changes in the workforce are also having a large effect on how companies shape their distribution network and design their DCs. Automation on the manufacturing and warehouse floor is a well-established trend. Foxconn, for example, has already automated an entire factory in China and eliminated some 60,000 jobs. Meanwhile, "lights out" warehousing technology continues to advance, with key players like Amazon Robotics (formerly Kiva Systems) at the forefront. The International Federation of Robotics (IFR) reports that sales of industrial robots achieved an all-time record of 248,000 units in 2015, up 12 percent from the previous year. This trend will only intensify as robotic technology continues to advance, replacing not just blue-collar jobs but white-collar ones as well.
In terms of site selection, the trend toward automation means that companies are looking at whether a prospective site has high-speed fiber and sophisticated telecommunications infrastructure. Additionally, it will become increasingly important that a site be able to provide continuity of operations and be insulated from natural and human-induced disasters. These are factors that in the past were more commonly linked to our data-center site-selection projects than to distribution centers. But DC relocations will increasingly need to consider energy costs and the reliability of the grid due to the growing use of automation, the cloud, and robotic applications.
Similarly, one of the biggest challenges facing our site-seeking supply chain clients is finding skilled labor to assemble and run the high-tech tracking and material handling equipment on the warehouse floor—not to mention recruiting workers with much-needed skills in using the telecommunications technology and software related to this equipment. Today, the distribution warehousing sector is increasingly high-tech, and as a result, it suffers from many of the same problems recruiting skilled workers that advanced manufacturing companies in fields like aerospace and medical technology do.
In many markets, the available workforce is not properly trained, so our clients need to do their own in-house training. Site searches for new warehouses or distribution centers, then, should include a thorough examination of state workforce training programs and of local academic programs in logistics that can provide support for training, continuing education, and recruiting.
Some of the top logistics schools we have worked with recently include Northeastern University, Lehigh University, and Rensselaer Polytechnic Institute in the Northeast; Georgia Tech and the University of Tennessee in the Southeast; Purdue and the University of North Texas in the Central region; and University of California, Irvine, University of California, Berkeley, and the University of Washington (Seattle) in the West. States with some of the best workforce training programs include Georgia, South Carolina, Louisiana, Nevada, and Ohio.
3. Last-mile delivery and storage lockers
Probably the most dynamic link in the supply chain in recent years has been the "last mile": that movement of goods from a DC to a final destination in the home. E-commerce king Amazon has done much to challenge and ultimately rewrite the rules of last-mile delivery. Last-mile delivery has also produced a new warehousing subsector: the locker. Studies show that online shoppers not only want their packages now, they also want their packages delivered to places other than their homes. These lockers can be viewed as "micro warehouses" and will come with additional costs. We expect many to be operated by an emerging sector of third-party logistics (3PL) providers specializing in this particular segment of the supply chain.
Lockers are now common in Europe, where densely populated and congested urban centers make them a natural fit. We anticipate that lockers will also become the next boom sector within logistics/distribution site selection in the United States. Amazon already has automated lockers in six states, while the U.S. Postal Service has lockers located within post offices in the Washington, D.C., area.
Upstart third-party logistics providers will be looking for sites where they can locate lockers, such as in transit centers, apartment buildings, convenience stores, or any establishment that provides off-hours access for picking up packages. Also, the growing online meals industry is expected to fuel the need for temperature-controlled lockers for the delivery of perishables.
4. Uncertainty in international trade
It's not just local or national concerns that are altering how companies make warehouse site-selection decisions. Export opportunities and trade agreements are also of growing importance to our clients. But there seems to be growing resistance in some regions toward free-trade agreements, as demonstrated by "Brexit"—the United Kingdom's planned departure from the European Union (EU)—and opposition to the Trans-Pacific Partnership (TPP) in the United States.
In general, we believe that it will take years for the details of Brexit to take shape, and to understand its resulting influence on warehouse site selection. That said, one of our first takes on Brexit relates to human resources. Many of our distribution center clients in the United Kingdom depend on low-wage, often immigrant labor to staff positions in fulfillment, light assembly, pick and pack, and material handling. As the immigrant labor pool contracts in the post-Brexit United Kingdom, our clients will likely be faced with labor shortages, inflationary wage pressures, and the need to beef up benefit offerings. At the professional level, non-U.K. talent in engineering, software, and information technology will also be more difficult and costly to hire and retain. Workforce training programs—already a pivotal site-selection variable here in the U.S.—will have to be expanded and better funded by U.K. policymakers.
It is likely that Brexit will also have the effect of slowing the pace of negotiations for the Transatlantic Trade and Investment Partnership (TTIP) agreement between the United States and the EU. That trade pact would create the world's largest free-trade zone—dwarfing even the North American Free Trade Agreement (NAFTA). Today, the U.S. and the EU together account for one-half of global gross domestic product (GDP) and one-third of all world trade. New DC investments related to TTIP in Europe as well as in the environs of U.S. East Coast ports like New York/New Jersey; Charleston, South Carolina; and Savannah, Georgia are also likely to stall given the slowed pace of TTIP negotiations.
The Trans-Pacific Partnership—which would connect the United States with 12 countries that together account for another 40 percent of global GDP—is currently stalled in Congress, and its likelihood of approval after the fall presidential election is uncertain, given both Hillary Clinton's and Donald Trump's stated positions on the controversial trade pact. Moreover, both candidates' positions on free trade overall are creating apprehension within the U.S. supply chain and are raising questions as to what trade and tariff challenges shippers will be facing under the next president—factors that could also influence decisions about new DC investments.
Meanwhile, Canadian export opportunities and trade agreements are gaining the attention of the U.S. logistics industry. Canada has free-trade agreements with 40 countries, while the United States has only 20. Popular support for free trade with Japan and China is much higher in Canada than in the United States, and the TPP trade agreement is expected to be ratified in Canada later this year along with its own free-trade accord with the European Union, the Comprehensive Economic and Trade Agreement (CETA). As a result, more U.S. companies are locating warehouses and DCs there to take advantage of these trade agreements.
These four trends clearly show that warehousing has been at the crux of many changes in the past few years: new technologies, new customer demands, and new talent requirements. Meanwhile, a sluggish economy and an uncertain future have company executives keeping a close watch on costs. To navigate these changing times, warehouses and distribution centers will need to transform their operations to meet new economic realities while continuing to monitor costs like never before.
Economic activity in the logistics industry expanded in November, continuing a steady growth pattern that began earlier this year and signaling a return to seasonality after several years of fluctuating conditions, according to the latest Logistics Managers’ Index report (LMI), released today.
The November LMI registered 58.4, down slightly from October’s reading of 58.9, which was the highest level in two years. The LMI is a monthly gauge of business conditions across warehousing and logistics markets; a reading above 50 indicates growth and a reading below 50 indicates contraction.
“The overall index has been very consistent in the past three months, with readings of 58.6, 58.9, and 58.4,” LMI analyst Zac Rogers, associate professor of supply chain management at Colorado State University, wrote in the November LMI report. “This plateau is slightly higher than a similar plateau of consistency earlier in the year when May to August saw four readings between 55.3 and 56.4. Seasonally speaking, it is consistent that this later year run of readings would be the highest all year.”
Separately, Rogers said the end-of-year growth reflects the return to a healthy holiday peak, which started when inventory levels expanded in late summer and early fall as retailers began stocking up to meet consumer demand. Pandemic-driven shifts in consumer buying behavior, inflation, and economic uncertainty contributed to volatile peak season conditions over the past four years, with the LMI swinging from record-high growth in late 2020 and 2021 to slower growth in 2022 and contraction in 2023.
“The LMI contracted at this time a year ago, so basically [there was] no peak season,” Rogers said, citing inflation as a drag on demand. “To have a normal November … [really] for the first time in five years, justifies what we’ve seen all these companies doing—building up inventory in a sustainable, seasonal way.
“Based on what we’re seeing, a lot of supply chains called it right and were ready for healthy holiday season, so far.”
The LMI has remained in the mid to high 50s range since January—with the exception of April, when the index dipped to 52.9—signaling strong and consistent demand for warehousing and transportation services.
The LMI is a monthly survey of logistics managers from across the country. It tracks industry growth overall and across eight areas: inventory levels and costs; warehousing capacity, utilization, and prices; and transportation capacity, utilization, and prices. The report is released monthly by researchers from Arizona State University, Colorado State University, Rochester Institute of Technology, Rutgers University, and the University of Nevada, Reno, in conjunction with the Council of Supply Chain Management Professionals (CSCMP).
Grocers and retailers are struggling to get their systems back online just before the winter holiday peak, following a software hack that hit the supply chain software provider Blue Yonder this week.
The ransomware attack is snarling inventory distribution patterns because of its impact on systems such as the employee scheduling system for coffee stalwart Starbucks, according to a published report. Scottsdale, Arizona-based Blue Yonder provides a wide range of supply chain software, including warehouse management system (WMS), transportation management system (TMS), order management and commerce, network and control tower, returns management, and others.
Blue Yonder today acknowledged the disruptions, saying they were the result of a ransomware incident affecting its managed services hosted environment. The company has established a dedicated cybersecurity incident update webpage to communicate its recovery progress, but it had not been updated for nearly two days as of Tuesday afternoon. “Since learning of the incident, the Blue Yonder team has been working diligently together with external cybersecurity firms to make progress in their recovery process. We have implemented several defensive and forensic protocols,” a Blue Yonder spokesperson said in an email.
The timing of the attack suggests that hackers may have targeted Blue Yonder in a calculated attack based on the upcoming Thanksgiving break, since many U.S. organizations downsize their security staffing on holidays and weekends, according to a statement from Dan Lattimer, VP of Semperis, a New Jersey-based computer and network security firm.
“While details on the specifics of the Blue Yonder attack are scant, it is yet another reminder how damaging supply chain disruptions become when suppliers are taken offline. Kudos to Blue Yonder for dealing with this cyberattack head on but we still don’t know how far reaching the business disruptions will be in the UK, U.S. and other countries,” Lattimer said. “Now is time for organizations to fight back against threat actors. Deciding whether or not to pay a ransom is a personal decision that each company has to make, but paying emboldens threat actors and throws more fuel onto an already burning inferno. Simply, it doesn’t pay-to-pay,” he said.
The incident closely followed an unrelated cybersecurity issue at the grocery giant Ahold Delhaize, which has been recovering from impacts to the Stop & Shop chain that it across the U.S. Northeast region. In a statement apologizing to customers for the inconvenience of the cybersecurity issue, Netherlands-based Ahold Delhaize said its top priority is the security of its customers, associates and partners, and that the company’s internal IT security staff was working with external cybersecurity experts and law enforcement to speed recovery. “Our teams are taking steps to assess and mitigate the issue. This includes taking some systems offline to help protect them. This issue and subsequent mitigating actions have affected certain Ahold Delhaize USA brands and services including a number of pharmacies and certain e-commerce operations,” the company said.
Editor's note:This article was revised on November 27 to indicate that the cybersecurity issue at Ahold Delhaize was unrelated to the Blue Yonder hack.
The new funding brings Amazon's total investment in Anthropic to $8 billion, while maintaining the e-commerce giant’s position as a minority investor, according to Anthropic. The partnership was launched in 2023, when Amazon invested its first $4 billion round in the firm.
Anthropic’s “Claude” family of AI assistant models is available on AWS’s Amazon Bedrock, which is a cloud-based managed service that lets companies build specialized generative AI applications by choosing from an array of foundation models (FMs) developed by AI providers like AI21 Labs, Anthropic, Cohere, Meta, Mistral AI, Stability AI, and Amazon itself.
According to Amazon, tens of thousands of customers, from startups to enterprises and government institutions, are currently running their generative AI workloads using Anthropic’s models in the AWS cloud. Those GenAI tools are powering tasks such as customer service chatbots, coding assistants, translation applications, drug discovery, engineering design, and complex business processes.
"The response from AWS customers who are developing generative AI applications powered by Anthropic in Amazon Bedrock has been remarkable," Matt Garman, AWS CEO, said in a release. "By continuing to deploy Anthropic models in Amazon Bedrock and collaborating with Anthropic on the development of our custom Trainium chips, we’ll keep pushing the boundaries of what customers can achieve with generative AI technologies. We’ve been impressed by Anthropic’s pace of innovation and commitment to responsible development of generative AI, and look forward to deepening our collaboration."
Businesses engaged in international trade face three major supply chain hurdles as they head into 2025: the disruptions caused by Chinese New Year (CNY), the looming threat of potential tariffs on foreign-made products that could be imposed by the incoming Trump Administration, and the unresolved contract negotiations between the International Longshoremen’s Association (ILA) and the U.S. Maritime Alliance (USMX), according to an analysis from trucking and logistics provider Averitt.
Each of those factors could lead to significant shipping delays, production slowdowns, and increased costs, Averitt said.
First, Chinese New Year 2025 begins on January 29, prompting factories across China and other regions to shut down for weeks, typically causing production to halt and freight demand to skyrocket. The ripple effects can range from increased shipping costs to extended lead times, disrupting even the most well-planned operations. To prepare for that event, shippers should place orders early, build inventory buffers, secure freight space in advance, diversify shipping modes, and communicate with logistics providers, Averitt said.
Second, new or increased tariffs on foreign-made goods could drive up the cost of imports, disrupt established supply chains, and create uncertainty in the marketplace. In turn, shippers may face freight rate volatility and capacity constraints as businesses rush to stockpile inventory ahead of tariff deadlines. To navigate these challenges, shippers should prepare advance shipments and inventory stockpiling, diversity sourcing, negotiate supplier agreements, explore domestic production, and leverage financial strategies.
Third, unresolved contract negotiations between the ILA and the USMX will come to a head by January 15, when the current contract expires. Labor action or strikes could cause severe disruptions at East and Gulf Coast ports, triggering widespread delays and bottlenecks across the supply chain. To prepare for the worst, shippers should adopt a similar strategy to the other potential January threats: collaborate early, secure freight, diversify supply chains, and monitor policy changes.
According to Averitt, companies can cushion the impact of all three challenges by deploying a seamless, end-to-end solution covering the entire path from customs clearance to final-mile delivery. That strategy can help businesses to store inventory closer to their customers, mitigate delays, and reduce costs associated with supply chain disruptions. And combined with proactive communication and real-time visibility tools, the approach allows companies to maintain control and keep their supply chains resilient in the face of global uncertainties, Averitt said.
Specifically, the new global average robot density has reached a record 162 units per 10,000 employees in 2023, which is more than double the mark of 74 units measured seven years ago.
Broken into geographical regions, the European Union has a robot density of 219 units per 10,000 employees, an increase of 5.2%, with Germany, Sweden, Denmark and Slovenia in the global top ten. Next, North America’s robot density is 197 units per 10,000 employees – up 4.2%. And Asia has a robot density of 182 units per 10,000 persons employed in manufacturing - an increase of 7.6%. The economies of Korea, Singapore, mainland China and Japan are among the top ten most automated countries.
Broken into individual countries, the U.S. ranked in 10th place in 2023, with a robot density of 295 units. Higher up on the list, the top five are:
The Republic of Korea, with 1,012 robot units, showing a 5% increase on average each year since 2018 thanks to its strong electronics and automotive industries.
Singapore had 770 robot units, in part because it is a small country with a very low number of employees in the manufacturing industry, so it can reach a high robot density with a relatively small operational stock.
China took third place in 2023, surpassing Germany and Japan with a mark of 470 robot units as the nation has managed to double its robot density within four years.
Germany ranks fourth with 429 robot units for a 5% CAGR since 2018.
Japan is in fifth place with 419 robot units, showing growth of 7% on average each year from 2018 to 2023.