John Johnson joined the DC Velocity team in March 2004. A veteran business journalist, John has over a dozen years of experience covering the supply chain field, including time as chief editor of Warehousing Management. In addition, he has covered the venture capital community and previously was a sports reporter covering professional and collegiate sports in the Boston area. John served as senior editor and chief editor of DC Velocity until April 2008.
If you were caught off guard by the news that some companies are already sticking RFID tags on individual items (as opposed to cases or pallets), you're in good company. Even the tag-makers were taken by surprise.
"If you had asked me six months ago if a move to item-level tracking would be big in 2007, I'd have said that was possible, but in fact it seems to be happening much earlier than that," says Bill Colleran, president and CEO of tag-maker Impinj. "There are a few applications that have a near-term ROI."
Up until recently, the conventional wisdom held that RFID made sense only for the tagging of cases and pallets (and sometimes, not even then). RFID tags, as everybody knew, were nowhere near affordable enough to use to track individual products. But all of a sudden, item-level tagging, as it's known, has emerged as a practice that is not only viable but promises a relatively quick payback. Word is that item-level tagging has seen a surge of interest in the past few months, particularly among certain types of manufacturers.
Contrary to what you might expect, the manufacturers most likely to be tagging their products today are not the makers of extremely high-value merchandise—say, plasma TVs or couture fashions. Right now, you're far more likely to find tags on your CDs and DVDs, your meds or your new pair of jeans.
Most likely to be tagged
In the past, most analysts assumed that outside of tracking, RFID tags' biggest potential lay in deterring theft—and thus, their primary appeal would be to makers of high-value goods. They were partly right. Businesses ranging from jewelers to electronics manufacturers to ski-rental companies are reportedly experimenting with ways to use tags to cut down on theft.
What the analysts missed was the tags' potential for solving other, more industry-specific business problems. But the possibilities did not escape apparel manufacturers, the pharmaceutical industry, or companies in the entertainment sector.
Companies that produce CDs and DVDs, for example, quickly recognized the tags' potential as a means of boosting sales. With DVDs, sales are heaviest in the first seven days after a film's release on DVD. Nearly 70 percent of sales are recorded during that week, which means manufacturers want—indeed, crave—assurances that copies of "Capote" or "Memoirs of a Geisha" are out on the shelves, not lost in a backroom, during that critical period. RFID tags can provide those assurances.
The pharmaceutical sector likewise sees RFID as more than a means to combat theft. Using RFID technology, drug companies can create a virtual "pedigree" for each bottle or package as it moves from the plant to the wholesaler and finally, to the pharmacy. The ability to document a drug's movements through the supply chain helps manufacturers weed out counterfeits and trace stolen shipments. One drug maker, Purdue Pharma, has been shipping RFID-tagged items for 18 months now. It started by shipping tagged bottles of OxyContin to Wal-Mart and drug wholesaler H.D. Smith. Last year, it introduced RFID technology at a second manufacturing plant in order to tag its newest product—another potent painkiller called Palladone.
Clothing manufacturers, by contrast, aren't so much interested in where a garment has been as in how to locate it quickly. Apparel is notoriously difficult to keep track of. Not only does each item come in an array of sizes and colors, but consumers often return items to the wrong rack after trying them on. Clothiers are gambling that sticking a 15- or 20-cent tag on a $95 pair of jeans will cut the risk that they'll lose a sale because a customer can't find an item in a particular size or color.
So far, it appears to be working. AMR Research reports that in pilot projects, RFID tagging improved stock availability by more than 50 percent. And that wasn't the only benefit. AMR also claims that the labor needed to manage inventory and handle replenishment dropped by 15 to 20 percent.
Limited availability
Although the interest in item-level tagging has picked up, universal tagging is still a ways in the future. No one expects the day when every pack of gum and jug of spring water carries a tag to arrive anytime soon.
Even the folks at Metro Group, the German retailer known for its pioneering work with RFID, believe we're still a decade away from that. "When it comes to item-level tagging on a daily basis where all of our products will carry tags, we think it will take another 10 or 15 years to reach that goal," says Albrecht von Truchsess, a spokesman for Metro Group.
Part of the problem is cost. It makes no sense to put a 20-cent tag on, say, a $1.95 greeting card. The other part has to do with technical difficulties that still need to be worked out. "[T]o use this on a daily basis, you need a 100-percent read rate every time, every day," says von Truchsess. "You need to be able to read that one tube of toothpaste that might be wedged between 10 cans of soup. It's a very complex issue to deal with."
Nonetheless, Metro is pressing forward with its RFID experiments. At its Future Store in Rheinberg, Germany, which is best described as a combination RFID test lab/supermarket of tomorrow, it's currently collaborating with Gillette, Procter & Gamble and Kraft to tag and track individual items.
Though all of the pilots involve item-level tagging, each manufacturer is interested in something different. Gillette, for example, wants to see if tags help reduce theft of its razor blades. Kraft is looking to see how well the tags work in tracking expiration dates on packages of cream cheese and monitoring the temperatures to which the packages are exposed.
P&G is tagging items for yet another purpose: marketing. When a customer removes a bottle of shampoo from the Future Store's shelf, its RFID tag—coupled with smart shelf technology—triggers a short movie to begin playing on a small video screen above the shelf. The movie's subject? The shampoo, of course.
For all their novelty, von Truchsess seems less enthusiastic about these futuristic store-level trials than about Metro's experience using RFID in more traditional applications. "Today," he says, "the more interesting aspect is what's going on in the distribution centers before goods arrive at the store."
Whether it's more interesting is debatable, but no one denies that Metro's experience using RFID in its DCs has been a success. About 40 suppliers are now shipping RFID-tagged pallets to Metro's DCs in western Germany, von Truchsess reports, and Metro has already saved more than $10 million (U.S.) as a result. Not only has RFID sent labor costs plummeting, he says, but it has also cut the time required to check in pallets by more than one-third.
Von Truchsess has no doubt that this is only the beginning. "These results are from limited operations," he points out. "You can imagine what will happen when the technology improves and we roll this out at many locations."
what's the frequency?
Which technology performs better in item-level tagging high frequency (HF) or ultra high frequency (UHF)? That's the question facing EPCglobal, the international organization that must decide which technology to adopt as its formal standard.
It won't be an easy decision. Right now, even EPCglobal's own members are divided on the question.
In one corner are those who consider HF technology superior to UHF because of its versatility. They argue that unlike UHF, HF works with any kind of material, including liquids. They also contend that HF is less orientation- sensitive than UHF, and that because it reads in the near field only, it's easier to control.
One of HF's advocates is Bret Kinsella, chief operating officer of ODIN technologies, an RFID consultant that has just completed an independent study of HF vs. UHF technology. He considers HF to be the superior technology because it can stand up to a broad array of demanding applications. "From a technology standpoint," he says, "HF is less material dependent [and] therefore less sensitive than UHF technology."
In the other corner are those who argue that recent technological advances have made UHF the technology of choice. UHF's backers dismiss charges that the technology is unreliable around liquids and metals, claiming that the interference problems have been resolved.
"A lot of claims have been made about the unsuitability of UHF for item-level tagging," says Chris Diorio, founder of Impinj, a company that makes UHF RFID tags and readers. "But the physics of RFID propagation make UHF ideally suited for item-level [applications]." In a video on the Impinj Web site, Diorio claims that UHF technology has proved to be quick, reliable and effective in applications involving liquids, metals and pharmaceuticals. Diorio and others also contend that UHF's ability to leverage the Gen 2 protocol makes it the better choice.
To see how the technologies stood up to various challenges, EPCglobal sponsored a series of demonstrations in late March. Nearly two dozen vendors showed off their technologies' capabilities in a variety of applications, including reading tags attached to garments on a moving metal rack, tags affixed to goods sitting on a shelf, and tags on drug vials and bottles packed in a plastic tote. EPCglobal representatives are now examining the demonstrations' results. The organization could announce its decision as early as the end of the year.
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.