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."
Progress in generative AI (GenAI) is poised to impact business procurement processes through advancements in three areas—agentic reasoning, multimodality, and AI agents—according to Gartner Inc.
Those functions will redefine how procurement operates and significantly impact the agendas of chief procurement officers (CPOs). And 72% of procurement leaders are already prioritizing the integration of GenAI into their strategies, thus highlighting the recognition of its potential to drive significant improvements in efficiency and effectiveness, Gartner found in a survey conducted in July, 2024, with 258 global respondents.
Gartner defined the new functions as follows:
Agentic reasoning in GenAI allows for advanced decision-making processes that mimic human-like cognition. This capability will enable procurement functions to leverage GenAI to analyze complex scenarios and make informed decisions with greater accuracy and speed.
Multimodality refers to the ability of GenAI to process and integrate multiple forms of data, such as text, images, and audio. This will make GenAI more intuitively consumable to users and enhance procurement's ability to gather and analyze diverse information sources, leading to more comprehensive insights and better-informed strategies.
AI agents are autonomous systems that can perform tasks and make decisions on behalf of human operators. In procurement, these agents will automate procurement tasks and activities, freeing up human resources to focus on strategic initiatives, complex problem-solving and edge cases.
As CPOs look to maximize the value of GenAI in procurement, the study recommended three starting points: double down on data governance, develop and incorporate privacy standards into contracts, and increase procurement thresholds.
“These advancements will usher procurement into an era where the distance between ideas, insights, and actions will shorten rapidly,” Ryan Polk, senior director analyst in Gartner’s Supply Chain practice, said in a release. "Procurement leaders who build their foundation now through a focus on data quality, privacy and risk management have the potential to reap new levels of productivity and strategic value from the technology."
Businesses are cautiously optimistic as peak holiday shipping season draws near, with many anticipating year-over-year sales increases as they continue to battle challenging supply chain conditions.
That’s according to the DHL 2024 Peak Season Shipping Survey, released today by express shipping service provider DHL Express U.S. The company surveyed small and medium-sized enterprises (SMEs) to gauge their holiday business outlook compared to last year and found that a mix of optimism and “strategic caution” prevail ahead of this year’s peak.
Nearly half (48%) of the SMEs surveyed said they expect higher holiday sales compared to 2023, while 44% said they expect sales to remain on par with last year, and just 8% said they foresee a decline. Respondents said the main challenges to hitting those goals are supply chain problems (35%), inflation and fluctuating consumer demand (34%), staffing (16%), and inventory challenges (14%).
But respondents said they have strategies in place to tackle those issues. Many said they began preparing for holiday season earlier this year—with 45% saying they started planning in Q2 or earlier, up from 39% last year. Other strategies include expanding into international markets (35%) and leveraging holiday discounts (32%).
Sixty percent of respondents said they will prioritize personalized customer service as a way to enhance customer interactions and loyalty this year. Still others said they will invest in enhanced web and mobile experiences (23%) and eco-friendly practices (13%) to draw customers this holiday season.
That challenge is one of the reasons that fewer shoppers overall are satisfied with their shopping experiences lately, Lincolnshire, Illinois-based Zebra said in its “17th Annual Global Shopper Study.”th Annual Global Shopper Study.” While 85% of shoppers last year were satisfied with both the in-store and online experiences, only 81% in 2024 are satisfied with the in-store experience and just 79% with online shopping.
In response, most retailers (78%) say they are investing in technology tools that can help both frontline workers and those watching operations from behind the scenes to minimize theft and loss, Zebra said.
Just 38% of retailers currently use AI-based prescriptive analytics for loss prevention, but a much larger 50% say they plan to use it in the next 1-3 years. That was followed by self-checkout cameras and sensors (45%), computer vision (46%), and RFID tags and readers (42%) that are planned for use within the next three years, specifically for loss prevention.
Those strategies could help improve the brick and mortar shopping experience, since 78% of shoppers say it’s annoying when products are locked up or secured within cases. Adding to that frustration is that it’s hard to find an associate while shopping in stores these days, according to 70% of consumers. In response, some just walk out; one in five shoppers has left a store without getting what they needed because a retail associate wasn’t available to help, an increase over the past two years.
The survey also identified additional frustrations faced by retailers and associates:
challenges with offering easy options for click-and-collect or returns, despite high shopper demand for them
the struggle to confirm current inventory and pricing
lingering labor shortages and increasing loss incidents, even as shoppers return to stores
“Many retailers are laying the groundwork to build a modern store experience,” Matt Guiste, Global Retail Technology Strategist, Zebra Technologies, said in a release. “They are investing in mobile and intelligent automation technologies to help inform operational decisions and enable associates to do the things that keep shoppers happy.”
The survey was administered online by Azure Knowledge Corporation and included 4,200 adult shoppers (age 18+), decision-makers, and associates, who replied to questions about the topics of shopper experience, device and technology usage, and delivery and fulfillment in store and online.
Supply chains are poised for accelerated adoption of mobile robots and drones as those technologies mature and companies focus on implementing artificial intelligence (AI) and automation across their logistics operations.
That’s according to data from Gartner’s Hype Cycle for Mobile Robots and Drones, released this week. The report shows that several mobile robotics technologies will mature over the next two to five years, and also identifies breakthrough and rising technologies set to have an impact further out.
Gartner’s Hype Cycle is a graphical depiction of a common pattern that arises with each new technology or innovation through five phases of maturity and adoption. Chief supply chain officers can use the research to find robotic solutions that meet their needs, according to Gartner.
Gartner, Inc.
The mobile robotic technologies set to mature over the next two to five years are: collaborative in-aisle picking robots, light-cargo delivery robots, autonomous mobile robots (AMRs) for transport, mobile robotic goods-to-person systems, and robotic cube storage systems.
“As organizations look to further improve logistic operations, support automation and augment humans in various jobs, supply chain leaders have turned to mobile robots to support their strategy,” Dwight Klappich, VP analyst and Gartner fellow with the Gartner Supply Chain practice, said in a statement announcing the findings. “Mobile robots are continuing to evolve, becoming more powerful and practical, thus paving the way for continued technology innovation.”
Technologies that are on the rise include autonomous data collection and inspection technologies, which are expected to deliver benefits over the next five to 10 years. These include solutions like indoor-flying drones, which utilize AI-enabled vision or RFID to help with time-consuming inventory management, inspection, and surveillance tasks. The technology can also alleviate safety concerns that arise in warehouses, such as workers counting inventory in hard-to-reach places.
“Automating labor-intensive tasks can provide notable benefits,” Klappich said. “With AI capabilities increasingly embedded in mobile robots and drones, the potential to function unaided and adapt to environments will make it possible to support a growing number of use cases.”
Humanoid robots—which resemble the human body in shape—are among the technologies in the breakthrough stage, meaning that they are expected to have a transformational effect on supply chains, but their mainstream adoption could take 10 years or more.
“For supply chains with high-volume and predictable processes, humanoid robots have the potential to enhance or supplement the supply chain workforce,” Klappich also said. “However, while the pace of innovation is encouraging, the industry is years away from general-purpose humanoid robots being used in more complex retail and industrial environments.”
An eight-year veteran of the Georgia company, Hakala will begin his new role on January 1, when the current CEO, Tero Peltomäki, will retire after a long and noteworthy career, continuing as a member of the board of directors, Cimcorp said.
According to Hakala, automation is an inevitable course in Cimcorp’s core sectors, and the company’s end-to-end capabilities will be crucial for clients’ success. In the past, both the tire and grocery retail industries have automated individual machines and parts of their operations. In recent years, automation has spread throughout the facilities, as companies want to be able to see their entire operation with one look, utilize analytics, optimize processes, and lead with data.
“Cimcorp has always grown by starting small in the new business segments. We’ve created one solution first, and as we’ve gained more knowledge of our clients’ challenges, we have been able to expand,” Hakala said in a release. “In every phase, we aim to bring our experience to the table and even challenge the client’s initial perspective. We are interested in what our client does and how it could be done better and more efficiently.”