The subject's still performance metrics, but our second annual survey looks at the topic in a whole new light … and once again finds there's more than meets the eye.
Some 5,000 years ago, in the land that is now Iraq, the first known system of writing was developed by the Sumerian people. Those early scribes scratching figures on clay tablets weren't recording epic tales, codifying laws or even chronicling the exploits of the gods. Scholars believe they had another, more mundane purpose in mind: to record inventory. It seems that the very first written words also represented the first known recording of supply chain measures.
Today, 50 centuries later, modern-day scribes—both humans and machines—still measure what's moving through the supply chain and how well the various players are carrying out their tasks. Though their tools may be digital, their goals haven't changed. Nor have the challenges. Today's warehouse and distribution managers still wrestle with such questions as what activities to measure, how to measure them, and what to do with the data they collect.
To learn more about how metrics are used in today's supply chain operations, DC VELOCITY, in partnership with Georgia Southern University, launched a study last year (see "taking appropriate measures," DC VELOCITY, July 2004). What that initial study found was that the respondents were indeed using detailed performance metrics but not necessarily to much effect. The metrics in use were rarely aligned with corporate strategy. Nor was there a terribly strong correlation between the metrics used and type of customer served. Indeed, the responses indicated that for most corporations, the process of choosing what to measure was a pretty scattershot affair.
The study further revealed that no standard "baseline" set of metrics existed that would allow DCs within, say, a specific industry to compare operations. Given that shortfall, the researchers decided their next step would be to try to develop the benchmark data needed for comparisons. To help them expand the study, the sponsors teamed up with two new partners: the Warehousing Education and Research Council (WERC), the leading association of warehousing professionals in North America, and Supply Chain Visions, a consulting firm that specializes in helping companies with supply chain strategy and education.
And so it was that this year's survey respondents were presented with an expanded list of questions. They were asked to identify the metrics they used; they were asked how well they were performing against those metrics; and they were asked how much management support they received. What follows is essentially an executive summary of the survey results. To view the full results, visit WERC's Web site (www.werc.org) or DC VELOCITY's Web site (www.dcvelocity.com).
So how're they doing?
In contrast to the first study, which looked strictly at what respondents were measuring and how they determined what to measure, the 2005 study broadened its focus. Respondents were presented with a list of 55 metrics and asked not only how important they considered each entry, but also how well they felt their companies were performing in that area. What they're measuring will probably come as no surprise. As Exhibit 1 shows, the 11 most commonly used measures— such as on-time shipments and receipts, percentage of overtime hours, order fill rate and percentage of orders picked complete—tend to be operational (as opposed to, say, financial) in nature. All of these metrics were used by at least 80 percent of the respondents. At the other end of the scale were several metrics that were used by fewer than half of the respondents. As Exhibit 2 shows, the less-popular measures included days of raw materials on hand, average cubic capacity used and pounds shipped per worker hour.
At the same time it asked respondents what they measured, our survey queried them as to how well they were performing against the metrics they considered most important. And like the children of the mythical Lake Wobegon, it seems that they're all above average. A majority (65 percent) of the respondents answered that they believed their performance to be about or above average with respect to peers in their industry in areas related to perfect order delivery, fill rates and cycle times. If that seems statistically improbable, it's important to keep in mind that a couple of things may be at work here. Certainly, it's possible that these particular respondents—members of WERC and managers engaged enough to fill out a detailed Web survey— work for companies that do, indeed, record consistently above-average performance. And, of course, it's equally possible that these companies believe they're performing better than experience would bear out.
The "on time" trap
Indeed, it's not at all unusual for suppliers to be less than objective about their own performance. And it's certainly not unheard of for a company to boast about its stellar record shipping orders on time while its customers lament its repeated failure to deliver on time. How could that be? It's very simple. On-time shipment and on-time delivery are two entirely different matters. A lot can happen between the time an item leaves the dock and the time it's delivered.
So why did more of the survey respondents say they measured "on-time shipment" than "on-time delivery?" For one thing, it's a whole lot simpler. Tracking when an order ships is a straightforward matter; it's much tougher to obtain reliable data on precisely when the order was delivered. And because the survey's respondents were DC managers, it could be that this metric simply reflects their daily responsibilities more accurately.
But that's not the only difficulty. Another, more intractable, problem is the apparent confusion surrounding exactly what "on time" means. When asked whether their customers defined on-time delivery differently, nearly 70 percent of the respondents answered yes.
How much variation could there possibly be in the definition of "on time?" Apparently, quite a lot. Many respondents (58 percent) indicated that their customers simply defined an on-time delivery as a delivery on the requested or agreed-upon day. But others were more exacting. Thirty-two percent of the respondents said that "on time" meant delivery at an appointed time, or at least within a 30-minute window of that appointed time. Still others reported different definitions, including "No line down time" or "By 4: 00 p.m." This lack of agreed-upon standards and definitions goes a long way toward explaining why some suppliers have difficulty delivering "on time."
Room for improvement
But even delivering shipments on time every time doesn't necessarily guarantee happy customers. Timeliness doesn't count for much if the customer opens the carton to find not the six dozen red sweaters it ordered but 16 pairs of jeans and two pink sweaters. Nor will timeliness matter much if the invoice is riddled with errors or the goods arrive damaged.
There is, however, one widely recommended measure that incorporates all of these elements—the Perfect Order Index (POI). If an order is to qualify as a "perfect order," the following conditions must be met: 1) the right items are delivered to the right place, 2) at the right time, 3) in defect-free condition, and 4) with the correct documentation and pricing/invoicing.
Despite its obvious advantages, the POI is hardly in widespread use today; our survey indicated that only 42 percent of the respondents used the POI, and only about 32 percent considered it to be an important measure. But we believe that as more companies try to close the performance perception gaps with customers, they will start to see the value of the Perfect Order Index.
The survey team also noted that few companies were using what we consider to be a solid set of balanced measures. When the respondents ranked the 55 metrics according to importance, they tended to favor operational and "capacity and quality" metrics. Notably absent from the top of the list were measures that are primarily financial.
Ideally, we would like to see a more even distribution of the types of measures used. For the most part, our study confirmed our suspicions from last year that measures tended to be used as part of a "foxhole" management strategy—that is, each department focused on its own performance without much regard for the corporate big picture.
A little R-E-S-P-E-C-T
The final part of the survey contained questions about corporate attitudes toward metrics programs. One question, for example, focused on senior management's interest in performance measures—specifically, whether that interest had increased or decreased in 2004. Nearly two-thirds of the respondents (66 percent) indicated that their company's senior management had demonstrated increased interest in metrics, while only 3 percent reported decreased interest. This is an encouraging sign—one likely related to an increased awareness among top executives of the potential benefits of effective supply chain management.
It appears that the survey respondents haven't just captured management's attention; they've also captured its ear. More than 80 percent of the respondents said they felt that management listened to and acted on their suggestions for improvement. But that doesn't necessarily mean they're compensated for their wisdom. While 85 percent said they were recognized for making the company better, only 60 percent reported that they were financially rewarded for their improvement efforts.
On the subject of management communication to staff, the majority of respondents (75 percent) reported that they felt they fully understood the company's values and direction, that they were clear on their personal role within the company, and that they were comfortable that the company was headed in the right direction. That's important, because no measurement program will succeed if employees don't understand where the company is headed. Nonetheless, the researchers question whether the relatively infrequent use of financially oriented metrics may indicate that top management is being less than forthcoming about corporate financial objectives.
It remains to be seen whether questions like these will be resolved in next year's edition of the metrics study. In the meantime, the study's authors invite readers' comments, suggestions, and insights into the research and their own use of measures. They can be reached by e-mail: Karl B. Manrodt at Kmanrodt@georgiasouthern.edu; Kate L. Vitasek at kate@scvisions.com.
a look at the survey respondents
Conventional wisdom dictates that the longer you make a questionnaire, the fewer responses you'll get. And there's no disputing the second annual metrics study questionnaire was long—10 pages' worth of detailed questions. Nonetheless, more than 380 DC VELOCITY readers and WERC members took the time to respond.
Just who were these dedicated professionals? They came from companies of all sizes representing a wide range of industries. Nearly one-third—30 percent—of the respondents worked in the consumer products manufacturing industry. Another 22 percent came from the third-party warehousing industry, while 12 percent came from general manufacturing and 9 percent worked in the retail industry.
As for their "location" in the supply chain—that is, whether their direct customers were end users, retailers, distributors/wholesalers, or manufacturers—most were either at or very close to the end of the chain. Roughly 60 percent indicated that their customers were either retailers or the end users. Only 18 percent reported that their primary customers were distributors, and the remaining 22 percent sold to manufacturers.
As for company size, it turned out that the respondents' businesses were fairly equally distributed among the survey's size categories: about one-third worked for businesses reporting sales of less than $100 million, about one-third reported that their companies' sales fell into the $100 million to $500 million range, and the remaining third reported sales in excess of $500 million.
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%."
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]."