Mike Kilgore is president of Chainalytics LLC, a leading supply chain consultancy specializing in the application of advanced decision sciences technology to improve supply chain performance.
When the economy went south, so did a lot of manufacturing jobs—mainly to Latin America and the Caribbean. Before that, hundreds of thousands of jobs had already migrated east, to low-wage Asian countries. Nike now manufactures its apparel at 800 facilities in over 50 countries. HP outsources 100 percent of its consumer PC production to global partners. The money saved on labor costs offsets higher transportation and other expenses, making the vendors more competitive in a cutthroat marketplace.
Except it doesn't. All too often, companies are discovering that their total costs do not drop when they move production offshore. Part of it is volatility in currency rates and security-related surcharges, which are pushing up costs and increasing replenishment lead times. Late last year, for example, U.S. Customs introduced the 24-hour rule, which requires shippers or their agents to transmit a detailed description of the contents of each U.S.-bound sea container 24 hours prior to loading Though designed to increase security, the rule will have other repercussions as well. The majority of global shippers responding to a survey conducted by BDP International in February said the rule would have a moderate to extreme impact on their costs. In response, a third are adding extra cycle times to their supply chains rather than risk delays or fines.
But these global developments aren't solely responsible for cost surprises. Much of the time, faulty analysis is to blame. What follows is a description of three common mistakes:
1 . Overlooking key costs. Total delivered cost is the total cost for shipping product from origin to final destination, including product acquisition, transportation and handling fees, duties, tariffs and all accessorial charges. That sounds straightf orward enough, yet companies often fail to factor in the costs of moving goods beyond the port (or point at which product enters the distribution network ).
One company that outsourced manufacturing to Asia, for example, neglected to factor in the price of hauling the goods to Eastern markets, where demand was heaviest, from the West Coast port of entry. Breaking down and redistributing shipments to Eastern facilities and then to customers increased its costs by millions. Don't fall into this tra p—make sure your analysis includes the cost of transporting products not just to the port but to the customer. That means evaluating the changes in inbound, outbound, and especially interfacility logistics costs that will occur as sourcing points are changed.
2. Failure to distinguish between arbitrary and fixed costs. Many manufacturers use variable activity- based costing to determine if they should move a portion of production overseas. But too often companies make their decisions based upon standard product costing and not true cost behavior. That's a mistake. Accounting standards categorize certain costs as variable on an arbitrary allocation scheme when they are actually fixed overhead. As a result, "paper costs" may decrease, but actual operating expenses go up.
For example, say standard costing indicates you can manufacture a product for $1 domestically or source it in Asia for $0.90. It may sound like a bargain, but it's not. When you shift production volume to an overseas supplier, not all variable costs disappear. That's because some "variable" costs are actually fixed costs. For example, costs associated with production supervisors, schedulers, engineers and facility maintenance and repair are rarely eliminated just because some production has been moved offshore. So if you currently allocate $0.15 per unit for these costs, they won't disappear when volume declines. The line—and the associated management, support and maintenance requirements—is still needed for other production. After factoring in these true activity-based costs, this $0.10 a unit savings actually becomes a cost increase of $0.05.
3. Overlooking costs associated with pipeline inventory. All companies expect to increase inventory when they move production overseas to offset longer lead times for replenishments. But often, companies forget to factor in the lead time variability associated with these longer shipments—a number that substantially increases safety stock requirements as well.
Consider this example. A company is considering outsourcing a domestically supplied product with a week-long average lead time and average variability of two days. Due to the lengthy transit times and uncertainty associated with ocean shipping, the overseas source would triple the lead time to three weeks and increase the variability by four days. Seems like a modest increase? It's not. In order for this company to maintain the same service levels, it would have to increase its safety stock by 97 percent on top of tripling in-transit inventories and, most likely, increasing cycle stocks.What appears to be insignificant variability amounts to a huge impact on carrying costs.And if the company had just based its decision on lead time alone—failing to factor in an increase in variability—the inventory requirement would appear to only grow by 13 percent, a hugely misleading number.
A jump in inventory associated with a decision to move production overseas can represent a huge hit to the balance sheet and inventory turns. As a result, today's managers need to determine safety stock increases on the combination of lead time and lead time variability. In general, the greater the average demand, the greater the influence of lead time variability on safety stock levels. The greater the variability of demand, the greater the influence on lead times. In all situations, but especia ly when high-value or highly seasonal products are considered for outsourcing, companies must carefully examine the tradeoffs between increased inventory carrying costs and faster, more reliable modes of transportation.
To ensure that the analysis regarding global supply chain opportunities is complete and will result in cost savings, companies need to:
1. Evaluate the decision holistically. Managers need to consider total supply chain costs—from raw materials to end customers. This includes evaluating the ripple effect on existing manufacturing and distribution infrastructure that results from decreased asset utilization and increased inventories. These strategies must also be evaluated against opportunities that could make domestic operations more attractive, like investment in more efficient equipment or technology, relocation to cheaper domestic markets or adopting an outsourced component strategy.
2. Continuously analyze strategies. To avoid outsourcing programs that promise savi n gs but don't del iver, com p a n i e s need to re-evaluate their strategy on a periodic basis. As product volumes and costs fluctuate, managers should make sure their previous assumptions still hold true under these new conditions. Significant shifts in currency exchange rates, cost of capital or even transportation costs can quickly make existing operating models obsolete. Continuous analysis and the agility to adapt to changing market conditions can ensure market leadership.
3. Consider an investment. If you're outsourcing a core product and the cost advantage is real, consider setting up your own operation or even a joint venture. This strategy will accomplish two things. First, it will force you to manage the operation holistically—trading off international allocations against domestic capabilities. Second, it will give your company an incentive to invest in capital equipment and technologies, which can drive even greater efficiencies in an overseas operation.
The Supply Chain Leadership series is directed by Karl Manrodt, Ph.D., is assistant professor of logistics at Georgia Southern University. Mary Collins Holcomb, Ph.D., is associate professor of logistics at the University of Tennessee. Comments or questions on this series can be addressed to kmanrodt@gasou.edu or mholcomb@utk.edu
When you get the chance to automate your distribution center, take it.
That's exactly what leaders at interior design house
Thibaut Design did when they relocated operations from two New Jersey distribution centers (DCs) into a single facility in Charlotte, North Carolina, in 2019. Moving to an "empty shell of a building," as Thibaut's Michael Fechter describes it, was the perfect time to switch from a manual picking system to an automated one—in this case, one that would be driven by voice-directed technology.
"We were 100% paper-based picking in New Jersey," Fechter, the company's vice president of distribution and technology, explained in a
case study published by Voxware last year. "We knew there was a need for automation, and when we moved to Charlotte, we wanted to implement that technology."
Fechter cites Voxware's promise of simple and easy integration, configuration, use, and training as some of the key reasons Thibaut's leaders chose the system. Since implementing the voice technology, the company has streamlined its fulfillment process and can onboard and cross-train warehouse employees in a fraction of the time it used to take back in New Jersey.
And the results speak for themselves.
"We've seen incredible gains [from a] productivity standpoint," Fechter reports. "A 50% increase from pre-implementation to today."
THE NEED FOR SPEED
Thibaut was founded in 1886 and is the oldest operating wallpaper company in the United States, according to Fechter. The company works with a global network of designers, shipping samples of wallpaper and fabrics around the world.
For the design house's warehouse associates, picking, packing, and shipping thousands of samples every day was a cumbersome, labor-intensive process—and one that was prone to inaccuracy. With its paper-based picking system, mispicks were common—Fechter cites a 2% to 5% mispick rate—which necessitated stationing an extra associate at each pack station to check that orders were accurate before they left the facility.
All that has changed since implementing Voxware's Voice Management Suite (VMS) at the Charlotte DC. The system automates the workflow and guides associates through the picking process via a headset, using voice commands. The hands-free, eyes-free solution allows workers to focus on locating and selecting the right item, with no paper-based lists to check or written instructions to follow.
Thibaut also uses the tech provider's analytics tool, VoxPilot, to monitor work progress, check orders, and keep track of incoming work—managers can see what orders are open, what's in process, and what's completed for the day, for example. And it uses VoxTempo, the system's natural language voice recognition (NLVR) solution, to streamline training. The intuitive app whittles training time down to minutes and gets associates up and working fast—and Thibaut hitting minimum productivity targets within hours, according to Fechter.
EXPECTED RESULTS REALIZED
Key benefits of the project include a reduction in mispicks—which have dropped to zero—and the elimination of those extra quality-control measures Thibaut needed in the New Jersey DCs.
"We've gotten to the point where we don't even measure mispicks today—because there are none," Fechter said in the case study. "Having an extra person at a pack station to [check] every order before we pack [it]—that's been eliminated. Not only is the pick right the first time, but [the order] also gets packed and shipped faster than ever before."
The system has increased inventory accuracy as well. According to Fechter, it's now "well over 99.9%."
IT projects can be daunting, especially when the project involves upgrading a warehouse management system (WMS) to support an expansive network of warehousing and logistics facilities. Global third-party logistics service provider (3PL) CJ Logistics experienced this first-hand recently, embarking on a WMS selection process that would both upgrade performance and enhance security for its U.S. business network.
The company was operating on three different platforms across more than 35 warehouse facilities and wanted to pare that down to help standardize operations, optimize costs, and make it easier to scale the business, according to CIO Sean Moore.
Moore and his team started the WMS selection process in late 2023, working with supply chain consulting firm Alpine Supply Chain Solutions to identify challenges, needs, and goals, and then to select and implement the new WMS. Roughly a year later, the 3PL was up and running on a system from Körber Supply Chain—and planning for growth.
SECURING A NEW SOLUTION
Leaders from both companies explain that a robust WMS is crucial for a 3PL's success, as it acts as a centralized platform that allows seamless coordination of activities such as inventory management, order fulfillment, and transportation planning. The right solution allows the company to optimize warehouse operations by automating tasks, managing inventory levels, and ensuring efficient space utilization while helping to boost order processing volumes, reduce errors, and cut operational costs.
CJ Logistics had another key criterion: ensuring data security for its wide and varied array of clients, many of whom rely on the 3PL to fill e-commerce orders for consumers. Those clients wanted assurance that consumers' personally identifying information—including names, addresses, and phone numbers—was protected against cybersecurity breeches when flowing through the 3PL's system. For CJ Logistics, that meant finding a WMS provider whose software was certified to the appropriate security standards.
"That's becoming [an assurance] that our customers want to see," Moore explains, adding that many customers wanted to know that CJ Logistics' systems were SOC 2 compliant, meaning they had met a standard developed by the American Institute of CPAs for protecting sensitive customer data from unauthorized access, security incidents, and other vulnerabilities. "Everybody wants that level of security. So you want to make sure the system is secure … and not susceptible to ransomware.
"It was a critical requirement for us."
That security requirement was a key consideration during all phases of the WMS selection process, according to Michael Wohlwend, managing principal at Alpine Supply Chain Solutions.
"It was in the RFP [request for proposal], then in demo, [and] then once we got to the vendor of choice, we had a deep-dive discovery call to understand what [security] they have in place and their plan moving forward," he explains.
Ultimately, CJ Logistics implemented Körber's Warehouse Advantage, a cloud-based system designed for multiclient operations that supports all of the 3PL's needs, including its security requirements.
GOING LIVE
When it came time to implement the software, Moore and his team chose to start with a brand-new cold chain facility that the 3PL was building in Gainesville, Georgia. The 270,000-square-foot facility opened this past November and immediately went live running on the Körber WMS.
Moore and Wohlwend explain that both the nature of the cold chain business and the greenfield construction made the facility the perfect place to launch the new software: CJ Logistics would be adding customers at a staggered rate, expanding its cold storage presence in the Southeast and capitalizing on the location's proximity to major highways and railways. The facility is also adjacent to the future Northeast Georgia Inland Port, which will provide a direct link to the Port of Savannah.
"We signed a 15-year lease for the building," Moore says. "When you sign a long-term lease … you want your future-state software in place. That was one of the key [reasons] we started there.
"Also, this facility was going to bring on one customer after another at a metered rate. So [there was] some risk reduction as well."
Wohlwend adds: "The facility plus risk reduction plus the new business [element]—all made it a good starting point."
The early benefits of the WMS include ease of use and easy onboarding of clients, according to Moore, who says the plan is to convert additional CJ Logistics facilities to the new system in 2025.
"The software is very easy to use … our employees are saying they really like the user interface and that you can find information very easily," Moore says, touting the partnership with Alpine and Körber as key to making the project a success. "We are on deck to add at least four facilities at a minimum [this year]."
First, 54% of retailers are looking for ways to increase their financial recovery from returns. That’s because the cost to return a purchase averages 27% of the purchase price, which erases as much as 50% of the sales margin. But consumers have their own interests in mind: 76% of shoppers admit they’ve embellished or exaggerated the return reason to avoid a fee, a 39% increase from 2023 to 204.
Second, return experiences matter to consumers. A whopping 80% of shoppers stopped shopping at a retailer because of changes to the return policy—a 34% increase YoY.
Third, returns fraud and abuse is top-of-mind-for retailers, with wardrobing rising 38% in 2024. In fact, over two thirds (69%) of shoppers admit to wardrobing, which is the practice of buying an item for a specific reason or event and returning it after use. Shoppers also practice bracketing, or purchasing an item in a variety of colors or sizes and then returning all the unwanted options.
Fourth, returns come with a steep cost in terms of sustainability, with returns amounting to 8.4 billion pounds of landfill waste in 2023 alone.
“As returns have become an integral part of the shopper experience, retailers must balance meeting sky-high expectations with rising costs, environmental impact, and fraudulent behaviors,” Amena Ali, CEO of Optoro, said in the firm’s “2024 Returns Unwrapped” report. “By understanding shoppers’ behaviors and preferences around returns, retailers can create returns experiences that embrace their needs while driving deeper loyalty and protecting their bottom line.”
Facing an evolving supply chain landscape in 2025, companies are being forced to rethink their distribution strategies to cope with challenges like rising cost pressures, persistent labor shortages, and the complexities of managing SKU proliferation.
1. Optimize labor productivity and costs. Forward-thinking businesses are leveraging technology to get more done with fewer resources through approaches like slotting optimization, automation and robotics, and inventory visibility.
2. Maximize capacity with smart solutions. With e-commerce volumes rising, facilities need to handle more SKUs and orders without expanding their physical footprint. That can be achieved through high-density storage and dynamic throughput.
3. Streamline returns management. Returns are a growing challenge, thanks to the continued growth of e-commerce and the consumer practice of bracketing. Businesses can handle that with smarter reverse logistics processes like automated returns processing and reverse logistics visibility.
4. Accelerate order fulfillment with robotics. Robotic solutions are transforming the way orders are fulfilled, helping businesses meet customer expectations faster and more accurately than ever before by using autonomous mobile robots (AMRs and robotic picking.
5. Enhance end-of-line packaging. The final step in the supply chain is often the most visible to customers. So optimizing packaging processes can reduce costs, improve efficiency, and support sustainability goals through automated packaging systems and sustainability initiatives.
Keith Moore is CEO of AutoScheduler.AI, a warehouse resource planning and optimization platform that integrates with a customer's warehouse management system to orchestrate and optimize all activities at the site. Prior to venturing into the supply chain business, Moore was a director of product management at software startup SparkCognition. He is a graduate of the University of Tennessee, where he earned a Bachelor of Science degree in mechanical engineering.
Q: Autoscheduler provides tools for warehouse orchestration—a term some readers may not be familiar with. Could you explain what warehouse orchestration means?
A: Warehouse orchestration tools are software control layers that synthesize data from existing systems to eliminate costly delays, streamline inefficient workflows, and [prevent the waste of] resources in distribution operations. These platforms empower warehouses to optimize operations, enhance productivity, and improve order accuracy by dynamically prioritizing work continuously to ensure that the operation is always running optimally. This leads to faster trailer turn times, reduced costs, and a network that runs like clockwork, even during fluctuating demands.
Q: How is orchestration different from a typical warehouse management system?
A: A warehouse management system (WMS) focuses on tracking inventory and managing warehouse operations. Warehouse orchestration goes a step further by integrating and optimizing all aspects of warehouse activities in a capacity-constrained way. Orchestration provides a dynamic, real-time layer that coordinates various systems and processes, enabling more agile and responsive operations. It enhances decision-making by considering multiple variables and constraints.
Q: How does warehouse orchestration help facilities make their workers more productive?
A: Two ways to make labor in a warehouse more productive are to work harder and to work smarter. For teams that want to work harder, most companies use a labor management system to track individual performances against an expected standard. Warehouse orchestration technology focuses on the other side of the coin, helping warehouses "work smarter."
Warehouse orchestration technology optimizes labor by providing real-time insights into workload demands and resource availability based on actual fluctuating constraints around the building. It enables dynamic task assignments based on current priorities and worker skills, ensuring that labor is allocated where it's needed most, even accounting for equipment availability, flow constraints, and overall work speed. This approach reduces idle time, balances workloads, and enhances employee productivity.
Q: How can visibility improve operations?
A: Due to the software ecosystem in place today, most distribution operations are highly reactive environments where there is always a "hair on fire" problem that needs to be solved. By leveraging orchestration technologies, this problem is mitigated because you're providing the site with added visibility into the past, present, and future state of the operation. This opens up a vast number of doors for distribution leadership. They go from learning about a problem after it's happened to gaining the ability to inform customers and transportation teams about potential service issues that are 24 hours away.