Our 11th annual study of distribution center metrics shows that where performance gains are concerned, the lowest achievers outshone their "best-in-class" peers this year.
While the economy continues to hobble along, distribution professionals are taking advantage of the lull to work out any kinks in their DC operations. That much was clear from the results of our 11th annual metrics survey, which showed continuous year-over-year improvements in performance across a majority of measures. What was interesting this year was that it wasn't necessarily the top-performing organizations that were making the gains. In many cases, it was the lowest-performing operations that recorded the greatest strides.
The annual research, launched via an online survey in early January, was conducted among DC Velocity readers and members of the Warehousing Education and Research Council (WERC). Respondents were asked what metrics they use and how well their organizations performed against 47 key DC and warehousing metrics in 2013. (For purposes of analysis, the measures have been grouped into five categories: customer, operational, financial, capacity/quality, and employee/safety.) More than 400 respondents participated in the study, which is jointly sponsored by DC Velocity and WERC with support from Kronos and Kenco Group.
The survey aims not only to determine which metrics are important to DC and warehousing professionals, but also to understand the underlying trends and changes in performance from year to year. In addition, the study provides valuable benchmarks against which managers can more accurately gauge their performance within the company and against their competitors. (The full survey results will be incorporated into a report by Tillman, Manrodt, and Williams and will be available at www.werc.org after the annual WERC conference in Chicago April 27-30.)
WHICH METRICS MATTER MOST?
When it comes to the performance metrics used by DC professionals, the survey once again showed that the top choices don't vary much from year to year. In fact, this year's list of the Top 12 metrics pretty much mirrors last year's list, with minor changes in the rankings. (See Exhibit 1.)
However, there's a longer-term trend taking shape here that's a little worrisome. Research has shown that companies that use a balanced set of measures—financial as well as customer-, employee-, and process-centric metrics—outperform those that use a more limited set of measures. Unfortunately, our research indicates that where the 12 most popular metrics are concerned, the mix has become less balanced over the years—a trend first noted in 2011. This year's study showed that nothing had changed on that front—in both the 2013 and 2014 surveys, nine of the Top 12 metrics were either customer or operational measures.
In fact, since 2011, there's been a marked shift toward the use of operations-focused metrics. (Operational metrics measure internal performance, such as order fill rates and lines received and put away per hour.) While those are undeniably important to DCs, companies should be aware that focusing too much of their attention on operations could lead to adverse effects in other areas, such as costs. For instance, an operation that's intent on achieving a 99-percent order fill rate might be tempted to expedite shipments. While that would go a long way toward keeping customers happy, such a move could send the cost per unit shipped through the roof.
HOLDING THEIR OWN—MOSTLY
As for how facilities are performing against those metrics, the news is generally good. The results from our 11th annual survey show continuous improvements in operational performance across a majority of measures when compared with the 2013 study.
However, there were also some disappointing findings. With three of the Top 12 metrics focused on supplier performance, we expected to see big gains here. But that didn't happen. Performance against supplier-related metrics has either slipped or remained flat. As for why that would be, we have some thoughts. Having spent the past seven years researching supplier and buyer relationships, we believe the root cause of the stagnant performance is "status quo" practices in supplier management. In particular, we think the problems can be traced to a lack of the kind of collaboration necessary to tackle the problems and issues that DCs and their suppliers face.
On a brighter note, "best-in-class" (top 20 percent) and "median" (middle 20 percent) performers showed improvement against more than 70 percent of the metrics. However, even that wasn't enough to earn them a place in the sun. It's the "major opportunity" performers that deserve a standing ovation this year. "Major opportunity" performers—those whose facilities' performance ranked in the bottom 20 percent of survey respondents, and therefore have the most to gain—improved and/or maintained performance against 86 percent of the metrics in this year's study. The biggest gains for that group came in financial and productivity-related measures.
The net result of these strides was to narrow the performance gap between themselves and the best-in-class performers. Exhibit 2 identifies the metrics against which "major opportunity" respondents showed the greatest gains over the 2013 study. As it turned out, when it came to the same four metrics, the best-in-class respondents showed only incremental improvements or actually saw performance slip, further eroding their lead.
FOR EVERY TO, THERE IS A FRO
Although we've come to expect overall performance improvements from year to year, it's important to note that those gains sometimes come at a cost. As companies focus in on a new area, it's all too easy to let performance in another area slide. If managers don't intervene, performance tends to erode ever so slowly over time. And in some cases, the slippage can be significant.
For that reason, the study also looked at areas where performance has slipped the most—the so-called "points of pain." As mentioned earlier, supplier-related metrics took a big hit this year, with performance against the majority of these measures either remaining largely unchanged or dropping. In fact, of all the metrics studied, performance against the "supplier orders received per hour" metric deteriorated the most, with performance by best-in-class respondents dropping over 60 percent from 2013 levels.
Other "points of pain" identified this year were annual workforce turnover, inventory shrinkage as a percentage of sales, and days of finished-goods inventory on hand. (See Exhibit 3.)
IT'S A TOSS-UP
Overall, it appears that while warehouses and DCs at all levels are making performance gains, the race to the top is getting tighter. The "major opportunity" respondents continue to make great strides in closing the performance gap. However, best-in-class respondents are still able to do a better job of managing drops in their performance compared with other respondents. Whether the momentum can be sustained or not, only time will tell.
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]."