It has yet to fill its promise where inventory tracking is concerned, but RFID is proving to be a heavy hitter in the growing area of warehouse asset management.
Ben Ames has spent 20 years as a journalist since starting out as a daily newspaper reporter in Pennsylvania in 1995. From 1999 forward, he has focused on business and technology reporting for a number of trade journals, beginning when he joined Design News and Modern Materials Handling magazines. Ames is author of the trail guide "Hiking Massachusetts" and is a graduate of the Columbia School of Journalism.
Distribution center managers have long had a conflicted relationship with radio-frequency identification (RFID) technology. Like a hotshot high school player drafted by the big leagues only to fade into relative obscurity, the technology has never quite lived up to its glittering promise.
RFID burst onto the scene in 2003, swaggering into the stadium when Wal-Mart named the technology its starting pitcher in a bold effort to track items throughout its distribution network. But the technology failed to live up to its promise, largely because the high cost of RFID tags and readers put it out of reach of all but the biggest corporations.
Demoted to the minors, RFID has been clawing its way back into the supply chain big leagues ever since, finding success in specialty applications such as tracking high-priced fashion apparel, electronics, and pharmaceuticals. Despite those wins, RFID continues to be dogged by the perception that tags and readers will remain too expensive for widespread use until they reach mass production.
"That was the challenge when we first got into the industry almost 25 years ago, and it still exists today," said Ken Ehrman, CEO of I.D. Systems, a supplier of asset tracking solutions. "Tags are very expensive compared to bar codes, so there's a 'chicken and egg' problem; if the costs were lower, the volume would be there, but without the volume, you can't drive down the cost."
Some say a solution to this existential dilemma has been under users' noses the whole time. Instead of waiting around for prices to drop to the point where the technology is cheap enough for item-level inventory tagging—a task at which bar codes already excel—warehouse and DC managers could use RFID to track much more valuable stuff—the supply chain assets (think lift trucks, tractor chassis, and handheld computers) that make a distribution center tick.
TRACKING CRITICAL ASSETS
In asset management, RFID may have finally found its niche where supply chain operations are concerned. Rather than simply tracking inventory, it can be put to higher uses, like serving as the enabling technology for sophisticated data collection initiatives.
As for what types of assets DCs are tagging, that varies all over the map. While some operations tag assets like returnable containers that are routinely sent off site, others track items that are intended to remain inside a facility, like manufacturing tools or IT equipment. "One of the biggest problems is [warehouse workers] losing handhelds; they put it on a pallet and lose it when the pallet gets loaded and moves," said Tom O'Boyle, director of RFID at Barcoding Inc., a Baltimore-based company that specializes in software and hardware for bar coding, RFID, and wireless systems.
As a case in point, O'Boyle cites the example of a customer that was losing 20 percent of its handheld bar-code scanners every year, running up a hefty replacement tab for the units, which cost $1,500 to $2,000 apiece. "And more important than the replacement cost is the ability to outfit the next shift," said O'Boyle. "They need the handhelds for picking, packing, and putaway." Balanced against those two costs, the customer easily justified its investment in RFID tags to track its assets.
Another of Barcoding's customers turned to RFID to help it keep tabs on the tractors used to move heavy rolls of paper around a facility. "These are big pieces of equipment, but [the client] often couldn't find them in the 3 million-square-foot facility because certain workers would hide the vehicle by parking it behind other equipment," O'Boyle said. "That way, when [the driver] came back for his next shift, no one would have adjusted his seat, moved his mirrors, or changed his radio station."
NEXT-GEN RFID
Until recently, companies looking to track supply chain assets had just two choices when it came to RFID tags. The first option was the passive RFID tag, which is a relatively inexpensive item costing a dollar or two. The tag cost is only part of the story, however, since users also need an infrastructure of readers and software to gather the information encoded in the tags. That's because passive tags lack an internal power source and cannot transmit a signal. In order to collect the tags' data, users must scan them with a handheld reader within a 10-foot range or pass them through a fixed-read zone like a tollbooth pOréal.
This Bluetooth Low Energy (BLE) beacon is part of Barcoding Inc.'s Active Asset Tracker Solution, which tracks items using the Internet of Things.
Option two was the active RFID tag, which costs anywhere from $25 to $150. Active tags, which contain their own power supply, are capable of transmitting signals that can be read from as far as 50 to 100 feet away. Those signals can be detected by stationary readers with overlapping coverage areas, then triangulated to pin down the tag's location.
Now, a third option is emerging that combines some of the best features of active and passive tags. Known as Bluetooth Low Energy (BLE), the technology was originally developed for smartphones, so the signal can be read by consumer devices that run on the iOS and Android operating systems.
The standard was first deployed for "location-aware services," such as retail applications in which tags affixed to store shelves beam discount offers to the smartphones of passing shoppers. But BLE tags have since been ruggedized to meet industrial standards for shock, temperature, vibration, and battery life. And since they communicate on the common wireless standard used in consumer mobile devices, they require far less infrastructure investment than other tracking technologies do.
BLE tags can communicate limited information, but their falling price will soon open up new opportunities in supply chain asset tracking, such as keeping track of specialized tools or even keys to equipment. "We're at the leading edge of that technology now, so they cost $15 or $20 or $25 each, but they are at the highest point," O'Boyle said. "My guess is that in three to five years, they will be under $10."
E-COMMERCE DRIVES NEED FOR ASSET TRACKING
Interest in RFID and BLE is particularly strong among retail industry distribution operations that are struggling to fill e-commerce orders within ever-tighter time windows. "Fulfillment centers were designed with an order turnaround time of X, and now they want to drive that to half of X," said Mark Wheeler, director of supply chain services at Zebra Technologies Corp., a supplier of tracking technology.
Nickel-sized RFID tags made by Zebra Technologies Corp. are used to track NFL football players during games.
For these types of facilities, asset tracking is mainly a matter of ensuring that workers can lay their hands on the warehouse tools and equipment they need in their daily operations—items that can be easily misplaced when a DC is running at full steam. A shortage of even the most basic totes, carts, or pallets can throw a wrench in the works of a fast-paced e-commerce fulfillment operation. With its low tag costs, passive RFID offers users a way to improve the tracking of those basic assets.
"Asset management is one of the key applications," said Wheeler. "Users want to control their assets, keep track of where they are, and reduce shrink of assets and the inventory they're associated with."
In contrast, active RFID is a better match for a facility that's looking to track moving assets both inside the facility and out in the yard. "This is great for classic warehouse applications where real-time location is a step up from the level of visibility you have with warehouse management systems (WMS), which only know the last location you scanned," Wheeler said. "When we really know the location of lift trucks and people, it can lead to improved safety, productivity, and workflow."
SENSORS MAKE TAGS SMARTER
In response to the growing interest in RFID-enabled asset tracking, some vendors are shifting their focus from ways of making tags cheaper to ways of making tags smarter. That is, they're manufacturing tags that are capable of determining much more about each asset than just its location. As part of that effort, RFID suppliers have begun outfitting their tags with sensors, software, microprocessors, and batteries.
Loaded with extras, such an RFID tag could be the size of a TV remote and cost anywhere from $250 to more than $1,000, said I.D. Systems' Ehrman. But the tag's enhanced capabilities would more than offset the extra cost, he argues. "If a Wal-Mart truck is sitting there with a loaded trailer and the door is opened, we will notice," Ehrman said. "Or if it's been sitting at the DC for more than two hours, we could send a message to the manager that it is outside its operating parameters."
Typically deployed on large assets like lift trucks, intermodal containers, trailers, chassis, and rental cars, these tags can bypass handheld readers, beaming data directly back to a central network via Wi-Fi, cellular network, or satellite signal. In line with the growing popularity of the Internet of Things, this method tracks asset data through a tag-to-system model instead of the standard tag-to-reader approach.
Among other data, these long-range tags can collect information on odometer mileage, fleet usage, dwell time, and transit time for moving assets such as forklifts and chassis. By graphing the results and comparing the statistics with industry benchmarks, users can analyze the data with an eye toward eliminating extraneous vehicles, scheduling needed maintenance, and identifying savings opportunities.
"The bottom line is, these [trucks and other assets] are carrying the inventory," Ehrman said. "And ultimately, the cost of tracking these assets will continue to go down, so we will go from tracking the highest of the high-value assets to lower- and lower-value assets."
Oh, you work in logistics, too? Then you’ve probably met my friends Truedi, Lumi, and Roger.
No, you haven’t swapped business cards with those guys or eaten appetizers together at a trade-show social hour. But the chances are good that you’ve had conversations with them. That’s because they’re the online chatbots “employed” by three companies operating in the supply chain arena—TrueCommerce,Blue Yonder, and Truckstop. And there’s more where they came from. A number of other logistics-focused companies—like ChargePoint,Packsize,FedEx, and Inspectorio—have also jumped in the game.
While chatbots are actually highly technical applications, most of us know them as the small text boxes that pop up whenever you visit a company’s home page, eagerly asking questions like:
“I’m Truedi, the virtual assistant for TrueCommerce. Can I help you find what you need?”
“Hey! Want to connect with a rep from our team now?”
“Hi there. Can I ask you a quick question?”
Chatbots have proved particularly popular among retailers—an October survey by artificial intelligence (AI) specialist NLX found that a full 92% of U.S. merchants planned to have generative AI (GenAI) chatbots in place for the holiday shopping season. The companies said they planned to use those bots for both consumer-facing applications—like conversation-based product recommendations and customer service automation—and for employee-facing applications like automating business processes in buying and merchandising.
But how smart are these chatbots really? It varies. At the high end of the scale, there’s “Rufus,” Amazon’s GenAI-powered shopping assistant. Amazon says millions of consumers have used Rufus over the past year, asking it questions either by typing or speaking. The tool then searches Amazon’s product listings, customer reviews, and community Q&A forums to come up with answers. The bot can also compare different products, make product recommendations based on the weather where a consumer lives, and provide info on the latest fashion trends, according to the retailer.
Another top-shelf chatbot is “Manhattan Active Maven,” a GenAI-powered tool from supply chain software developer Manhattan Associates that was recently adopted by the Army and Air Force Exchange Service. The Exchange Service, which is the 54th-largest retailer in the U.S., is using Maven to answer inquiries from customers—largely U.S. soldiers, airmen, and their families—including requests for information related to order status, order changes, shipping, and returns.
However, not all chatbots are that sophisticated, and not all are equipped with AI, according to IBM. The earliest generation—known as “FAQ chatbots”—are only clever enough to recognize certain keywords in a list of known questions and then respond with preprogrammed answers. In contrast, modern chatbots increasingly use conversational AI techniques such as natural language processing to “understand” users’ questions, IBM said. It added that the next generation of chatbots with GenAI capabilities will be able to grasp and respond to increasingly complex queries and even adapt to a user’s style of conversation.
Given their wide range of capabilities, it’s not always easy to know just how “smart” the chatbot you’re talking to is. But come to think of it, maybe that’s also true of the live workers we come in contact with each day. Depending on who picks up the phone, you might find yourself speaking with an intern who’s still learning the ropes or a seasoned professional who can handle most any challenge. Either way, the best way to interact with our new chatbot colleagues is probably to take the same approach you would with their human counterparts: Start out simple, and be respectful; you never know what you’ll learn.
With the hourglass dwindling before steep tariffs threatened by the new Trump Administration will impose new taxes on U.S. companies importing goods from abroad, organizations need to deploy strategies to handle those spiraling costs.
American companies with far-flung supply chains have been hanging for weeks in a “wait-and-see” situation to learn if they will have to pay increased fees to U.S. Customs and Border Enforcement agents for every container they import from certain nations. After paying those levies, companies face the stark choice of either cutting their own profit margins or passing the increased cost on to U.S. consumers in the form of higher prices.
The impact could be particularly harsh for American manufacturers, according to Kerrie Jordan, Group Vice President, Product Management at supply chain software vendor Epicor. “If higher tariffs go into effect, imported goods will cost more,” Jordan said in a statement. “Companies must assess the impact of higher prices and create resilient strategies to absorb, offset, or reduce the impact of higher costs. For companies that import foreign goods, they will have to find alternatives or pay the tariffs and somehow offset the cost to the business. This can take the form of building up inventory before tariffs go into effect or finding an equivalent domestic alternative if they don’t want to pay the tariff.”
Tariffs could be particularly painful for U.S. manufacturers that import raw materials—such as steel, aluminum, or rare earth minerals—since the impact would have a domino effect throughout their operations, according to a statement from Matt Lekstutis, Director at consulting firm Efficio. “Based on the industry, there could be a large detrimental impact on a company's operations. If there is an increase in raw materials or a delay in those shipments, as being the first step in materials / supply chain process, there is the possibility of a ripple down effect into the rest of the supply chain operations,” Lekstutis said.
New tariffs could also hurt consumer packaged goods (CPG) retailers, which are already being hit by the mere threat of tariffs in the form of inventory fluctuations seen as companies have rushed many imports into the country before the new administration began, according to a report from Iowa-based third party logistics provider (3PL) JT Logistics. That jump in imported goods has quickly led to escalating demands for expanded warehousing, since CPG companies need a place to store all that material, Jamie Cord, president and CEO of JT Logistics, said in a release
Immediate strategies to cope with that disruption include adopting strategies that prioritize agility, including capacity planning and risk diversification by leveraging multiple fulfillment partners, and strategic inventory positioning across regional warehouses to bypass bottlenecks caused by trade restrictions, JT Logistics said. And long-term resilience recommendations include scenario-based planning, expanded supplier networks, inventory buffering, multimodal transportation solutions, and investment in automation and AI for insights and smarter operations, the firm said.
“Navigating the complexities of tariff-driven disruptions requires forward-thinking strategies,” Cord said. “By leveraging predictive modeling, diversifying warehouse networks, and strategically positioning inventory, JT Logistics is empowering CPG brands to remain adaptive, minimize risks, and remain competitive in the current dynamic market."
With so many variables at play, no company can predict the final impact of the potential Trump tariffs, so American companies should start planning for all potential outcomes at once, according to a statement from Nari Viswanathan, senior director of supply chain strategy at Coupa Software. Faced with layers of disruption—with the possible tariffs coming on top of pre-existing geopolitical conflicts and security risks—logistics hubs and businesses must prepare for any what-if scenario. In fact, the strongest companies will have scenarios planned as far out as the next three to five years, Viswanathan said.
Grocery shoppers at select IGA, Price Less, and Food Giant stores will soon be able to use an upgraded in-store digital commerce experience, since store chain operator Houchens Food Group said it would deploy technology from eGrowcery, provider of a retail food industry white-label digital commerce platform.
Kentucky-based Houchens Food Group, which owns and operates more than 400 grocery, convenience, hardware/DIY, and foodservice locations in 15 states, said the move would empower retailers to rethink how and when to engage their shoppers best.
“At HFG we are focused on technology vendors that allow for highly targeted and personalized customer experiences, data-driven decision making, and e-commerce capabilities that do not interrupt day to day customer service at store level. We are thrilled to partner with eGrowcery to assist us in targeting the right audience with the right message at the right time,” Craig Knies, Chief Marketing Officer of Houchens Food Group, said in a release.
Michigan-based eGrowcery, which operates both in the United States and abroad, says it gives retail groups like Houchens Food Group the ability to provide a white-label e-commerce platform to the retailers it supplies, and integrate the program into the company’s overall technology offering. “Houchens Food Group is a great example of an organization that is working hard to simultaneously enhance its technology offering, engage shoppers through more channels and alleviate some of the administrative burden for its staff,” Patrick Hughes, CEO of eGrowcery, said.
The 40-acre solar facility in Gentry, Arkansas, includes nearly 18,000 solar panels and 10,000-plus bi-facial solar modules to capture sunlight, which is then converted to electricity and transmitted to a nearby electric grid for Carroll County Electric. The facility will produce approximately 9.3M kWh annually and utilize net metering, which helps transfer surplus power onto the power grid.
Construction of the facility began in 2024. The project was managed by NextEra Energy and completed by Verogy. Both Trio (formerly Edison Energy) and Carroll Electric Cooperative Corporation provided ongoing consultation throughout planning and development.
“By commissioning this solar facility, J.B. Hunt is demonstrating our commitment to enhancing the communities we serve and to investing in economically viable practices aimed at creating a more sustainable supply chain,” Greer Woodruff, executive vice president of safety, sustainability and maintenance at J.B. Hunt, said in a release. “The annual amount of clean energy generated by the J.B. Hunt Solar Facility will be equivalent to that used by nearly 1,200 homes. And, by drawing power from the sun and not a carbon-based source, the carbon dioxide kept from entering the atmosphere will be equivalent to eliminating 1,400 passenger vehicles from the road each year.”
As a contract provider of warehousing, logistics, and supply chain solutions, Geodis often has to provide customized services for clients.
That was the case recently when one of its customers asked Geodis to up its inventory monitoring game—specifically, to begin conducting quarterly cycle counts of the goods it stored at a Geodis site. Trouble was, performing more frequent counts would be something of a burden for the facility, which still conducted inventory counts manually—a process that was tedious and, depending on what else the team needed to accomplish, sometimes required overtime.
So Levallois, France-based Geodis launched a search for a technology solution that would both meet the customer’s demand and make its inventory monitoring more efficient overall, hoping to save time, labor, and money in the process.
SCAN AND DELIVER
Geodis found a solution with Gather AI, a Pittsburgh-based firm that automates inventory monitoring by deploying small drones to fly through a warehouse autonomously scanning pallets and cases. The system’s machine learning (ML) algorithm analyzes the resulting inventory pictures to identify barcodes, lot codes, text, and expiration dates; count boxes; and estimate occupancy, gathering information that warehouse operators need and comparing it with what’s in the warehouse management system (WMS).
Among other benefits, this means employees no longer have to spend long hours doing manual inventory counts with order-picker forklifts. On top of that, the warehouse manager is able to view inventory data in real time from a web dashboard and identify and address inventory exceptions.
But perhaps the biggest benefit of all is the speed at which it all happens. Gather AI’s drones perform those scans up to 15 times faster than traditional methods, the company says. To that point, it notes that before the drones were deployed at the Geodis site, four manual counters could complete approximately 800 counts in a day. By contrast, the drones are able to scan 1,200 locations per day.
FLEXIBLE FLYERS
Although Geodis had a number of options when it came to tech vendors, there were a couple of factors that tipped the odds in Gather AI’s favor, the partners said. One was its close cultural fit with Geodis. “Probably most important during that vetting process was understanding the cultural fit between Geodis and that vendor. We truly wanted to form a relationship with the company we selected,” Geodis Senior Director of Innovation Andy Johnston said in a release.
Speaking to this cultural fit, Johnston added, “Gather AI understood our business, our challenges, and the course of business throughout our day. They trained our personnel to get them comfortable with the technology and provided them with a tool that would truly make their job easier. This is pretty advanced technology, but the Gather AI user interface allowed our staff to see inventory variances intuitively, and they picked it up quickly. This shows me that Gather AI understood what we needed.”
Another factor in Gather AI’s favor was the prospect of a quick and easy deployment: Because the drones can conduct their missions without GPS or Wi-Fi, the supplier would be able to get its solution up and running quickly. In the words of Geodis Industrial Engineer Trent McDermott, “The Gather AI implementation process was efficient. There were no IT infrastructure or layout changes needed, and Gather AI was flexible with the installation to not disrupt peak hours for the operations team.”
QUICK RESULTS
Once the drones were in the air, Geodis saw immediate improvements in cycle counting speed, according to Gather AI. But that wasn’t the only benefit: Geodis was also able to more easily find misplaced pallets.
“Previously, we would research the inventory’s systemic license plate number (LPN),” McDermott explained. “We could narrow it down to a portion or a section of the warehouse where we thought that LPN was, but there was still a lot of ambiguity. So we would send an operator out on a mission to go hunt and find that LPN,” a process that could take a day or two to complete. But the days of scouring the facility for lost pallets are over. With Gather AI, the team can simply search in the dashboard to find the last location where the pallet was scanned.
And about that customer who wanted more frequent inventory counts? Geodis reports that it completed its first quarterly count for the client in half the time it had previously taken, with no overtime needed. “It’s a huge win for us to trim that time down,” McDermott said. “Just two weeks into the new quarter, we were able to have 40% of the warehouse completed.”