Susan Lacefield has been working for supply chain publications since 1999. Before joining DC VELOCITY, she was an associate editor for Supply Chain Management Review and wrote for Logistics Management magazine. She holds a master's degree in English.
Driven by dreams of improving inventory accuracy at the store, more and more large retailers are experimenting with item-level RFID tagging: Macy's, Marks & Spencer, Bloomingdale's, Walmart ... the list goes on.
In many cases, those experiments have produced impressive results. Because RFID tags can be scanned more quickly than bar codes, they give retailers a much more accurate picture of what the store has in stock and where it is. This makes it easier for a sales associate to quickly find the size 8 tall boot-cut jeans a customer is looking for—and reduces the chance the customer will leave the store empty-handed. Some experts say item-level tagging can lead to a sales lift in the low double-digits for the affected items. "It's proven to be a strong business case," says Mark Wheeler, director of industry solutions at Motorola Solutions, which provides tags, readers, and antennas for the RFID market.
But almost all the activity around item-level tagging has been occurring in the store, not in the distribution center. "Where the scanning is happening is on the store floor," says Mike Liard, vice president of VDC Research's auto ID practice. "While that's great at giving you visibility into your current in-store inventory, we still need greater visibility back into the supply chain."
Leading-edge companies are very aware of this and are already looking to extend item-level tagging back through the supply chain, says Kurt Mensch, RFID product manager for Intermec, which offers RFID readers, printers, tags, labels, and inlays. So it follows that distribution centers might want to start thinking now about how the technology could affect their operations.
SLAP AND SHIP
For many DCs, their first involvement with item-level RFID comes when they're asked to start applying tags to a select group of stock-keeping units (SKUs) before shipping them out to stores: the old "slap and ship" model.
When a retailer is only tagging a few high-value items or those bound for a few select stores, it makes more sense to tag the items at the DC than at the garment factory or manufacturing plant. What usually happens is the DC sets up a value-added service line that will tag, say, 100 pairs of jeans going to the pilot stores, says Mark Hill of Avery Dennison, a supplier of RFID tags and printers.
Typically, this entails having workers scan the item's existing bar code with a handheld reader to get its UPC, or universal product code. The reader then connects with a system in the cloud that can assign a unique number to that particular item and send that information to a printer at the DC. The printer then spits out the RFID tag, which is slapped on the item before it's sent out to the store.
In most of these cases, the DCs are not using their RFID capabilities to improve their own operations. While a company could install fixed RFID scanners to, say, check outgoing shipments for accuracy, it wouldn't make financial sense if only a few pilot SKUs are tagged.
Things will start to change, however, as retailers start expanding their use of RFID technology beyond the pilot stage. When a greater percentage of the SKUs require tags—for example, all jeans bound for Macy's stores, not just a few pilot locations—it becomes more economical to move the tagging process out of the DC and back to the manufacturing plant or garment factory, says Hill. (For more information on how to decide when it's time to make the switch, see the sidebar "The tipping point.")
Once SKUs are coming into the DC with tags already applied, it begins to make sense for distribution centers to look at how they can use the tags to improve their internal operations, says Wheeler. Some DCs are looking at installing an RFID scanning tunnel—a fixed RFID scanner that's embedded into a tunnel positioned over a conveyor, for example. These scanning tunnels would then be used in the inspection of inbound shipments, says Hill. Instead of having employees open up 10 percent of the boxes in an inbound shipment to conduct a manual count, the scan tunnel can automatically do a count of 100 percent of the inbound cartons.
By automating the process, RFID makes these checks faster and more accurate, says Mensch. "Our customers that are deploying RFID are seeing direct improvement to their bottom line," he says.
Yet to get a return on investment for the hardware involved, companies must be tagging a high volume of items, with the tags applied at the source, says Bruce Stubbs, director of industry marketing for distribution center operations at Intermec.
Hill agrees. "We haven't seen anyone implementing item-level RFID just for improving incoming inspection at the DC," he says, noting that such a move simply wouldn't pay off. "But if the company has already made the investment in the tag to get the accuracy benefit in the store, the incremental investment in the scanning pOréal is not that much."
Scan tunnels and readers can also be used on the outbound side to ensure the accuracy of a DC's outgoing shipments. "DCs do a very good job of ensuring inventory accuracy of their shipments out to the stores, but quite often it's very labor intensive, involving multiple levels of checkers," says Hill. "But if I have RFID on all of the items, I can do all my picks and do an automatic scan of the carton label on the way out to make sure all the items are there."
As an example of how this might work, Hill cites a pilot the Department of Defense is conducting with vendors that assemble kits given to recruits heading out to basic training. The vendors are using RFID readers under packing tables to make sure the right items are placed in the kits.
WHERE DO WE GO FROM HERE?
While the use of item-level tags in stores has been heating up in the last three years, things have been moving more slowly at DCs. "It's great that RFID is being adopted in [the apparel] sector, but we need to look closer at how we can enable distribution organizations to tap into the technology and leverage it—to use it to do more data- or information-sharing throughout the supply chain," says Liard. "That's beginning to happen but not as fast as we'd like."
What may kick adoption rates up a notch is the growing trend toward omnichannel retailing—or the effort to provide a consistent retailing experience across all retail channels: brick-and-mortar stores, websites, catalogs, and mobile devices. According to Hill, accurate inventory is the foundation for omnichannel retailing. If you want to offer customers the option of ordering a product online and picking it up at the store or if you want to push a coupon to customers via their mobile devices, you need to make sure you actually have the item in stock.
Item-level tagging allows retailers to conduct inventory counts more easily and quickly than they can with bar codes alone. In fact, with item-level tagging, inventory accuracy levels typically jump to 95 percent, says Hill. This means retailers can confidently offer customers the option to pick up in the store, for example.
To make all this happen, Liard says that companies must start talking with their partners about how they're going to use the data they'll now have at their fingertips. "We know that RFID can help with better visibility, anti-counterfeiting, and theft protection," he says. "But how are we going to share that information? What information is important to me as a distribution center versus you as a manufacturer or you as a retailer? That's what DCs need to start being concerned about."
The tipping point
As item-level RFID tagging moves out of the pilot phase and into more widespread use, it makes sense to move the tagging process out of the DC and back to the manufacturing plant or garment factory. But how do you know whether you've reached that tipping point?
Some basic back-of-the-envelope calculations can help you make that call, says Mark Hill of Avery Dennison, a supplier of RFID tags and printers. Let's conservatively estimate that an RFID tag costs 15 cents per item, and, assuming the DC is in the U.S. or Europe, labor and overhead come to 30 cents per item. That means the total cost for tagging goods at the DC is 45 cents per item. If you're only tagging 10 percent of the items, the cost equals out to 4.5 cents per item, compared with 15 cents per item if all goods are tagged at the source (labor costs tend to be negligible at the factory because RFID chips can be incorporated into existing hang tags or care labels). This means it's worth the extra cost to tag at the DC during the pilot stage.
"In the U.S. and Europe, the cost of labor and overhead is probably more than the cost of tag," Hill says. "If 10 percent of my goods need an RFID tag, I'm just going to do a value-added service line. But if it's 60 percent, I could save money by having tags put on every item at the source and open up the opportunity to have visibility throughout my supply chain."
Logistics real estate developer Prologis today named a new chief executive, saying the company’s current president, Dan Letter, will succeed CEO and co-founder Hamid Moghadam when he steps down in about a year.
After retiring on January 1, 2026, Moghadam will continue as San Francisco-based Prologis’ executive chairman, providing strategic guidance. According to the company, Moghadam co-founded Prologis’ predecessor, AMB Property Corporation, in 1983. Under his leadership, the company grew from a startup to a global leader, with a successful IPO in 1997 and its merger with ProLogis in 2011.
Letter has been with Prologis since 2004, and before being president served as global head of capital deployment, where he had responsibility for the company’s Investment Committee, deployment pipeline management, and multi-market portfolio acquisitions and dispositions.
Irving F. “Bud” Lyons, lead independent director for Prologis’ Board of Directors, said: “We are deeply grateful for Hamid’s transformative leadership. Hamid’s 40-plus-year tenure—starting as an entrepreneurial co-founder and evolving into the CEO of a major public company—is a rare achievement in today’s corporate world. We are confident that Dan is the right leader to guide Prologis in its next chapter, and this transition underscores the strength and continuity of our leadership team.”
The New York-based industrial artificial intelligence (AI) provider Augury has raised $75 million for its process optimization tools for manufacturers, in a deal that values the company at more than $1 billion, the firm said today.
According to Augury, its goal is deliver a new generation of AI solutions that provide the accuracy and reliability manufacturers need to make AI a trusted partner in every phase of the manufacturing process.
The “series F” venture capital round was led by Lightrock, with participation from several of Augury’s existing investors; Insight Partners, Eclipse, and Qumra Capital as well as Schneider Electric Ventures and Qualcomm Ventures. In addition to securing the new funding, Augury also said it has added Elan Greenberg as Chief Operating Officer.
“Augury is at the forefront of digitalizing equipment maintenance with AI-driven solutions that enhance cost efficiency, sustainability performance, and energy savings,” Ashish (Ash) Puri, Partner at Lightrock, said in a release. “Their predictive maintenance technology, boasting 99.9% failure detection accuracy and a 5-20x ROI when deployed at scale, significantly reduces downtime and energy consumption for its blue-chip clients globally, offering a compelling value proposition.”
The money supports the firm’s approach of "Hybrid Autonomous Mobile Robotics (Hybrid AMRs)," which integrate the intelligence of "Autonomous Mobile Robots (AMRs)" with the precision and structure of "Automated Guided Vehicles (AGVs)."
According to Anscer, it supports the acceleration to Industry 4.0 by ensuring that its autonomous solutions seamlessly integrate with customers’ existing infrastructures to help transform material handling and warehouse automation.
Leading the new U.S. office will be Mark Messina, who was named this week as Anscer’s Managing Director & CEO, Americas. He has been tasked with leading the firm’s expansion by bringing its automation solutions to industries such as manufacturing, logistics, retail, food & beverage, and third-party logistics (3PL).
Supply chains continue to deal with a growing volume of returns following the holiday peak season, and 2024 was no exception. Recent survey data from product information management technology company Akeneo showed that 65% of shoppers made holiday returns this year, with most reporting that their experience played a large role in their reason for doing so.
The survey—which included information from more than 1,000 U.S. consumers gathered in January—provides insight into the main reasons consumers return products, generational differences in return and online shopping behaviors, and the steadily growing influence that sustainability has on consumers.
Among the results, 62% of consumers said that having more accurate product information upfront would reduce their likelihood of making a return, and 59% said they had made a return specifically because the online product description was misleading or inaccurate.
And when it comes to making those returns, 65% of respondents said they would prefer to return in-store, if possible, followed by 22% who said they prefer to ship products back.
“This indicates that consumers are gravitating toward the most sustainable option by reducing additional shipping,” the survey authors said in a statement announcing the findings, adding that 68% of respondents said they are aware of the environmental impact of returns, and 39% said the environmental impact factors into their decision to make a return or exchange.
The authors also said that investing in the product experience and providing reliable product data can help brands reduce returns, increase loyalty, and provide the best customer experience possible alongside profitability.
When asked what products they return the most, 60% of respondents said clothing items. Sizing issues were the number one reason for those returns (58%) followed by conflicting or lack of customer reviews (35%). In addition, 34% cited misleading product images and 29% pointed to inaccurate product information online as reasons for returning items.
More than 60% of respondents said that having more reliable information would reduce the likelihood of making a return.
“Whether customers are shopping directly from a brand website or on the hundreds of e-commerce marketplaces available today [such as Amazon, Walmart, etc.] the product experience must remain consistent, complete and accurate to instill brand trust and loyalty,” the authors said.
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%."