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 is Founder and Principal of The Boyd Co., Inc. Founded in 1975 in Princeton, NJ, the firm provides independent site selection counsel to leading U.S. and overseas corporations. Organizations served by John over the years are many and varied and include The World Bank, The Council of Supply Chain Management Professionals (CSCMP), The Aerospace Industries Association (AIA), MIT’s groundbreaking 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.
This is a slightly updated version of a story that first appeared in the Special Issue 2016 edition of CSCMP's Supply Chain Quarterly, a journal of thought leadership for the supply chain management profession and a sister publication to AGiLE Business Media's DC Velocity. Readers can obtain a subscription by joining the Council of Supply Chain Management Professionals (whose membership dues include the Quarterly's subscription fee). Subscriptions are also available to nonmembers for $34.95 (digital) or $89 a year (print). For more information, visit www.SupplyChainQuarterly.com.
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 in 2016, and industrial rents for warehousing space, up 8.6 percent nationally and well over 10 percent in markets like New Jersey, South Florida, and California's Bay Area.
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, Exhibit 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. In addition, 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 work force 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. In addition, 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 confronts many of the same problems in recruiting skilled workers that advanced manufacturing companies in fields like aerospace and medical technology do.
In many markets, the available work force 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 work-force 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 work-force 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": the 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 but 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 service providers (3PLs) 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 expect that lockers will 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 service 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. Work-force 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, S.C.; and Savannah, Ga., are also likely to stall given the slowed pace of TTIP negotiations.
The Trans-Pacific Partnership-which would have connected the U.S. with 12 countries accounting for another 40 percent of global GDP-has been soundly rejected by the incoming Trump administration. Donald Trump's populist position on free trade overall is creating apprehension within the U.S. supply chain and is raising questions as to what trade and tariff challenges shippers will be facing-factors sure to influence location decisions about new DCs.
Meanwhile, Canadian export opportunities and trade pacts are gaining the attention of the U.S. logistics industry. Canada has free-trade agreements with 40 countries, while the U.S. has only 20. Popular support for free trade with Japan and China has historically been much higher in Canada than in the U.S. Also, Canada now has its own free-trade accord with the EU, the Comprehensive Economic and Trade Agreement (CETA) signed by Prime Minister Trudeau in October 2016. As a result, more U.S. companies are eyeing DC options in places like eastern Ontario to take advantage of Canada's global trade accords as well as to serve cross-border markets in the vast Northeast megalopolis region stretching from Boston to Baltimore.
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.
Artificial intelligence (AI) and data science were hot business topics in 2024 and will remain on the front burner in 2025, according to recent research published in AI in Action, a series of technology-focused columns in the MIT Sloan Management Review.
In Five Trends in AI and Data Science for 2025, researchers Tom Davenport and Randy Bean outline ways in which AI and our data-driven culture will continue to shape the business landscape in the coming year. The information comes from a range of recent AI-focused research projects, including the 2025 AI & Data Leadership Executive Benchmark Survey, an annual survey of data, analytics, and AI executives conducted by Bean’s educational firm, Data & AI Leadership Exchange.
The five trends range from the promise of agentic AI to the struggle over which C-suite role should oversee data and AI responsibilities. At a glance, they reveal that:
Leaders will grapple with both the promise and hype around agentic AI. Agentic AI—which handles tasks independently—is on the rise, in the form of generative AI bots that can perform some content-creation tasks. But the authors say it will be a while before such tools can handle major tasks—like make a travel reservation or conduct a banking transaction.
The time has come to measure results from generative AI experiments. The authors say very few companies are carefully measuring productivity gains from AI projects—particularly when it comes to figuring out what their knowledge-based workers are doing with the freed-up time those projects provide. Doing so is vital to profiting from AI investments.
The reality about data-driven culture sets in. The authors found that 92% of survey respondents feel that cultural and change management challenges are the primary barriers to becoming data- and AI-driven—indicating that the shift to AI is about much more than just the technology.
Unstructured data is important again. The ability to apply Generative AI tools to manage unstructured data—such as text, images, and video—is putting a renewed focus on getting all that data into shape, which takes a whole lot of human effort. As the authors explain “organizations need to pick the best examples of each document type, tag or graph the content, and get it loaded into the system.” And many companies simply aren’t there yet.
Who should run data and AI? Expect continued struggle. Should these roles be concentrated on the business or tech side of the organization? Opinions differ, and as the roles themselves continue to evolve, the authors say companies should expect to continue to wrestle with responsibilities and reporting structures.
Shippers today are praising an 11th-hour contract agreement that has averted the threat of a strike by dockworkers at East and Gulf coast ports that could have frozen container imports and exports as soon as January 16.
The agreement came late last night between the International Longshoremen’s Association (ILA) representing some 45,000 workers and the United States Maritime Alliance (USMX) that includes the operators of port facilities up and down the coast.
Details of the new agreement on those issues have not yet been made public, but in the meantime, retailers and manufacturers are heaving sighs of relief that trade flows will continue.
“Providing certainty with a new contract and avoiding further disruptions is paramount to ensure retail goods arrive in a timely manner for consumers. The agreement will also pave the way for much-needed modernization efforts, which are essential for future growth at these ports and the overall resiliency of our nation’s supply chain,” Gold said.
The next step in the process is for both sides to ratify the tentative agreement, so negotiators have agreed to keep those details private in the meantime, according to identical statements released by the ILA and the USMX. In their joint statement, the groups called the six-year deal a “win-win,” saying: “This agreement protects current ILA jobs and establishes a framework for implementing technologies that will create more jobs while modernizing East and Gulf coasts ports – making them safer and more efficient, and creating the capacity they need to keep our supply chains strong. This is a win-win agreement that creates ILA jobs, supports American consumers and businesses, and keeps the American economy the key hub of the global marketplace.”
The breakthrough hints at broader supply chain trends, which will focus on the tension between operational efficiency and workforce job protection, not just at ports but across other sectors as well, according to a statement from Judah Levine, head of research at Freightos, a freight booking and payment platform. Port automation was the major sticking point leading up to this agreement, as the USMX pushed for technologies to make ports more efficient, while the ILA opposed automation or semi-automation that could threaten jobs.
"This is a six-year détente in the tech-versus-labor tug-of-war at U.S. ports," Levine said. “Automation remains a lightning rod—and likely one we’ll see in other industries—but this deal suggests a cautious path forward."
Editor's note: This story was revised on January 9 to include additional input from the ILA, USMX, and Freightos.
Logistics industry growth slowed in December due to a seasonal wind-down of inventory and following one of the busiest holiday shopping seasons on record, according to the latest Logistics Managers’ Index (LMI) report, released this week.
The monthly LMI was 57.3 in December, down more than a percentage point from November’s reading of 58.4. Despite the slowdown, economic activity across the industry continued to expand, as an LMI reading above 50 indicates growth and a reading below 50 indicates contraction.
The LMI researchers said the monthly conditions were largely due to seasonal drawdowns in inventory levels—and the associated costs of holding them—at the retail level. The LMI’s Inventory Levels index registered 50, falling from 56.1 in November. That reduction also affected warehousing capacity, which slowed but remained in expansion mode: The LMI’s warehousing capacity index fell 7 points to a reading of 61.6.
December’s results reflect a continued trend toward more typical industry growth patterns following recent years of volatility—and they point to a successful peak holiday season as well.
“Retailers were clearly correct in their bet to stock [up] on goods ahead of the holiday season,” the LMI researchers wrote in their monthly report. “Holiday sales from November until Christmas Eve were up 3.8% year-over-year according to Mastercard. This was largely driven by a 6.7% increase in e-commerce sales, although in-person spending was up 2.9% as well.”
And those results came during a compressed peak shopping cycle.
“The increase in spending came despite the shorter holiday season due to the late Thanksgiving,” the researchers also wrote, citing National Retail Federation (NRF) estimates that U.S. shoppers spent just short of a trillion dollars in November and December, making it the busiest holiday season of all time.
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).
The overall national industrial real estate vacancy rate edged higher in the fourth quarter, although it still remains well below pre-pandemic levels, according to an analysis by Cushman & Wakefield.
Vacancy rates shrunk during the pandemic to historically low levels as e-commerce sales—and demand for warehouse space—boomed in response to massive numbers of people working and living from home. That frantic pace is now cooling off but real estate demand remains elevated from a long-term perspective.
“We've witnessed an uptick among firms looking to lease larger buildings to support their omnichannel fulfillment strategies and maintain inventory for their e-commerce, wholesale, and retail stock. This trend is not just about space, but about efficiency and customer satisfaction,” Jason Tolliver, President, Logistics & Industrial Services, said in a release. “Meanwhile, we're also seeing a flurry of activity to support forward-deployed stock models, a strategy that keeps products closer to the market they serve and where customers order them, promising quicker deliveries and happier customers.“
The latest figures show that industrial vacancy is likely nearing its peak for this cooling cycle in the coming quarters, Cushman & Wakefield analysts said.
Compared to the third quarter, the vacancy rate climbed 20 basis points to 6.7%, but that level was still 30 basis points below the 10-year, pre-pandemic average. Likewise, overall net absorption in the fourth quarter—a term for the amount of newly developed property leased by clients—measured 36.8 million square feet, up from the 33.3 million square feet recorded in the third quarter, but down 20% on a year-over-year basis.
In step with those statistics, real estate developers slowed their plans to erect more buildings. New construction deliveries continued to decelerate for the second straight quarter. Just 85.3 million square feet of new industrial product was completed in the fourth quarter, down 8% quarter-over-quarter and 48% versus one year ago.
Likewise, only four geographic markets saw more than 20 million square feet of completions year-to-date, compared to 10 markets in 2023. Meanwhile, as construction starts remained tempered overall, the under-development pipeline has continued to thin out, dropping by 36% annually to its lowest level (290.5 million square feet) since the third quarter of 2018.
Despite the dip in demand last quarter, the market for industrial space remains relatively healthy, Cushman & Wakefield said.
“After a year of hesitancy, logistics is entering a new, sustained growth phase,” Tolliver said. “Corporate capital is being deployed to optimize supply chains, diversify networks, and minimize potential risks. What's particularly encouraging is the proactive approach of retailers, wholesalers, and 3PLs, who are not just reacting to the market, but shaping it. 2025 will be a year characterized by this bias for action.”
Under terms of the deal, Sick and Endress+Hauser will each hold 50% of a joint venture called "Endress+Hauser SICK GmbH+Co. KG," which will strengthen the development and production of analyzer and gas flow meter technologies. According to Sick, its gas flow meters make it possible to switch to low-emission and non-fossil energy sources, for example, and the process analyzers allow reliable monitoring of emissions.
As part of the partnership, the product solutions manufactured together will now be marketed by Endress+Hauser, allowing customers to use a broader product portfolio distributed from a single source via that company’s global sales centers.
Under terms of the contract between the two companies—which was signed in the summer of 2024— around 800 Sick employees located in 42 countries will transfer to Endress+Hauser, including workers in the global sales and service units of Sick’s “Cleaner Industries” division.
“This partnership is a perfect match,” Peter Selders, CEO of the Endress+Hauser Group, said in a release. “It creates new opportunities for growth and development, particularly in the sustainable transformation of the process industry. By joining forces, we offer added value to our customers. Our combined efforts will make us faster and ultimately more successful than if we acted alone. In this case, one and one equals more than two.”
According to Sick, the move means that its current customers will continue to find familiar Sick contacts available at Endress+Hauser for consulting, sales, and service of process automation solutions. The company says this approach allows it to focus on its core business of factory and logistics automation to meet global demand for automation and digitalization.
Sick says its core business has always been in factory and logistics automation, which accounts for more than 80% of sales, and this area remains unaffected by the new joint venture. In Sick’s view, automation is crucial for industrial companies to secure their productivity despite limited resources. And Sick’s sensor solutions are a critical part of industrial automation, which increases productivity through artificial intelligence and the digital networking of production and supply chains.