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.
Inventory accuracy has always been critical to the smooth operation of a distribution center. Without reliable and up-to-date information, DCs face significant hurdles in their quest to fill orders swiftly and accurately, or achieve much success with their demand planning.
Lately, however, inventory accuracy has been receiving even more attention than usual. Both the move toward omnichannel retailing and an upsurge in regulations mandating that companies be able to track and trace their products (particularly in the food and drug industries) have raised the stakes where inventory accuracy is concerned. Sound real-time inventory data are also necessary for the effective functioning of programs like Lean or Just-in-Time production and for meeting ever-mounting demands to ship product faster. "It all puts a premium on inventory accuracy and inventory control practices," says Mark Wheeler, director of supply chain solutions for the mobile technology company Zebra Technologies.
Cycle counting 101
For many companies, cycle counting has replaced the traditional physical inventory count, which involves shutting down a facility or bringing people in during off hours to conduct a count. Although physical inventory counts are still favored by some auditors, they are tedious, time-consuming, labor-intensive, and inevitably inaccurate.
By contrast, cycle counting involves validating inventory accuracy on a continual basis, by counting a portion of the inventory at regular intervals. Cycle counts typically entail recording the type of product, the location of the product, and the quantity. They can also be expanded to include information like expiration dates, serial numbers, and lot numbers. The frequency of those counts will vary based on the velocity of the product and sometimes the value, according to Jeff Ross of Forte. Generally, it makes sense to count faster-moving and/or more valuable items more frequently.
To determine the optimal frequency for the counts and keep the database updated, most organizations rely on sophisticated software. This might be a warehouse management system (WMS) or a warehouse execution system (a hybrid of an WMS and warehouse control system) that can not only see what is on hand but also forecast demand for a particular item, according to Michael Howes, vice president of software engineering at Forte.
In many operations, particularly larger DCs, cycle counting is performed by a specialized inventory control staff whose full-time job is to count inventory each day.
As a result, there has been a renewed interest among companies in improving their process for counting inventory, the most common of which is inventory cycle counting. (For more on cycle counting, see the sidebar "Cycle Counting 101.") A 2013 study by Motorola (now part of Zebra Technologies), Warehouse of the Future, showed that 41 percent of warehouses use manual cycle counting to keep track of inventory levels. But that method can be slow, labor-intensive, and inaccurate.
One way around that is to conduct cycle counts using mobile technology, such as bar-code scanners, handheld computers, and voice systems. Just under one-third (32 percent) of the warehouses in Motorola's study were using real-time warehouse management system (WMS)-enabled mobile devices for that purpose. However, the number of users is expected to soar; the white paper predicts a "seismic shift" to automated and mechanized inventory solutions in the next few years.
BENEFITS OF GOING MOBILE
Those predictions of a seismic shift are not surprising, as the benefits of using mobile devices for cycle counting are many. Consider just a few:
1. Inventory information can be updated in real time. When cycle counts are performed manually with paper, the information is updated in the system in batches. "Any accuracies that you may gain are after the fact," says Bruce Stubbs, director of industry marketing at Honeywell Scanning and Mobility. Mobile technology, however, allows inventory information in the WMS or warehouse execution system (WES) to be updated immediately, enabling operations to be adjusted accordingly. "With mobile technology, you can make corrections right there at the pick face or inventory face so operations can continue with an understanding of what is happening in real time," says Michael Howes, vice president of software engineering at the integration firm Forte.
2. Counts can be made "opportunistically." While a "true cycle count" occurs when a worker is specifically tasked with counting all of the items in a specified zone or product line, mobile technology also enables counts to be made "opportunistically"—which occurs when an associate is asked to confirm how much inventory is left at a location where he or she is already working, according to Jeff Ross, vice president of consulting at Forte. A common example is a "zero confirmation," which occurs when the system shows an order picker has picked the last item in a slot and asks the picker for a simple yes or no confirmation. While opportunistic counts don't eliminate the need for other kinds of cycle counting, they do reduce overhead and improve asset utilization by allowing workers to conduct counts on the spot instead of making a separate trip. However, Ross suggests that these types of counts only be conducted for "low threshold counts," which he defines as two items or fewer. "You don't want the order picker counting 50 items, that would only slow him or her down," he says.
3. Problems can be researched and resolved more efficiently. Cycle counting doesn't end when the count is completed. According to Wheeler, it also involves researching and resolving problems discovered when the count doesn't match what's in the warehouse management or execution system. This might involve searching adjacent locations for the product, looking into where else it could be stored, or determining who was the last one to touch it and where it could have gone from there.
Mobile technology, such as a rugged handheld or industrial tablet, can help with this process by sending queries to the WMS to figure out where to look first to solve the problem—and doing it in real time. That's important because while this search is being carried out, the location will have to be "frozen" (meaning no product can enter or leave), according to Wheeler. "Any time you freeze a location, you are disrupting the flow of materials in the operation and you may be impacting customer orders, so the more quickly you can get things resolved, the better," he says. Mobile technology can help speed up the process.
CHOOSE YOUR DEVICE
As for what technology to use for cycle counting, all of the mobile devices currently employed in the warehouse—handhelds, wearables, voice units, and tablets—can be pressed into service, with each having its strengths and weaknesses. The type of organization, product, and who is conducting the count will all factor into the choice of mobile device, according to Chase Sowden, supply chain architect at Barcoding Inc., a supplier of mobile technology. What follows is brief description of the types of mobile devices that can be used and some of the advantages they offer:
Handheld devices: Mobile computers with bar-code scanning capabilities allow the user to scan bar codes for both the location and item, and then key in the count. The scanning ensures that the worker is counting the right item at the right location.
In addition to bar-code scanning capabilities, some companies configure their handhelds so they can perform RFID scanning as well. When it comes to counting items swiftly, nothing beats RFID because RFID doesn't require line-of-sight reads, according to Wheeler. Stubbs, however, believes that RFID scanning is best reserved for special circumstances, such as cases where you are picking "eaches" (individual items) and an RFID tag is already associated with each item for tracking purposes.
Wearables: Scanners that are worn on the wrist or finger (as opposed to being carried) also work well for cycle counting. Among other advantages, you never have to set the device down, and you can reach into a location or slot to move items around while you count, Sowden says. He does warn that wearables tend to have a small display, limiting the amount of information you can see. But Wheeler doesn't see that as an insurmountable obstacle: a wearable can always be connected by a tether to a handheld or by Bluetooth to a handheld or tablet device, he says.
Voice: Voice systems are considered to be particularly well suited to cycle counting, especially when the cycle counts are being interleaved into the picking process. Counts can easily be confirmed with a voice command, eliminating the need to type in quantities and reducing the chances of data entry errors, according to Jay Blinderman, director of product marketing for voice system developer Vocollect. Also, because workers are not holding a device, they're more likely to reach into the slot to conduct their counts, making it less likely they'll miss an item. And because they're not looking back and forth between a screen and an item's location, they're less likely to count items in the wrong slot by mistake. Voice can also be used in conjunction with scanners and handhelds if companies need to confirm information such as lot or serial numbers, says Howes.
Tablets: Recent advances in industrial tablets—especially with regard to their scanning capabilities—have made them much more suitable for cycle counting than they've been in the past. "The advantage of a tablet is it has a bigger screen so it displays more information," Sowden says. "And if you want to look something up or check something in another program, it's easier to toggle between cycle counting and other software on a tablet than on a scanner or handheld."
According to Wheeler, tablets are especially well suited to conducting research associated with problem resolution, as they can quickly send unstructured queries to the WMS to help determine the root cause of errors.
No matter what device you employ, it's crucial not to overlook the most important element in effective cycle counting: the employees themselves. Sowden cautions that it's easy for employees to dismiss cycle counting as busywork and not take it seriously. Companies need to ensure that people on the warehouse floor buy into the process and understand the business case.
"It doesn't matter what the technology may be," Sowden says. "If people don't take ownership and understand the impact of inventory accuracy on the business and how it affects them, they won't get it right."
Senior Editor Toby Gooley contributed to this report.
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.”