Even after setting up a sophisticated supplier communication portal, Ingersoll Rand experienced delays obtaining inventory visibility. An RFID system changed all that.
James Cooke is a principal analyst with Nucleus Research in Boston, covering supply chain planning software. He was previously the editor of CSCMP?s Supply Chain Quarterly and a staff writer for DC Velocity.
As anyone who has tried kanban will tell you, just-in-time production demands up-to-the-minute information on the whereabouts of inbound parts and materials. Because the manufacturer keeps very little inventory on hand in the plant, there's virtually no room for error. Operations managers require assurances that the material needed to keep the factory up and running will be delivered on schedule. And that means full visibility into incoming shipments.
A case in point is Ingersoll Rand, which uses kanban scheduling at a plant operated by its Trane air conditioning and heating systems division in Tyler, Texas. To obtain the necessary visibility, the company three years ago set up an online pOréal to provide a central communication platform with suppliers. Through that digital pOréal, Ingersoll Rand was able to obtain real-time visibility into the inventory on hand at suppliers throughout the world.
But there were still some hiccups in the information flow. For instance, the company had no quick way of determining whether the right materials had been delivered when a truck arrived at the facility. Under the process it had in place, workers had to record the receipt of incoming goods by scanning bar-code labels. It could take as long as 30 minutes to scan all the items in the back of a truck.
Thirty minutes might not seem like a long time, but in a kanban operation, that's a fairly serious delay. The manufacturer began searching for a swifter solution—which it eventually found in radio-frequency identification (RFID).
Better visibility through RFID
A business of Ingersoll Rand Co., Trane makes residential air conditioner and heat pump condensers at the Tyler plant. As part of its operation, it brings in materials such as compressors, electrical components, packaging, plastics, refrigeration units, and raw components from more than 100 suppliers. More than half of those suppliers are based in the United States, while another third are located across the border in Mexico and a small fraction in Asia.
The establishment of the online pOréal in 2008 was an attempt to streamline communications with those suppliers. "Prior to setting that up, we had multiple systems for [exchanging] information with suppliers," says Michael Smith, the multi-site material and supply chain leader for Ingersoll Rand's Tyler operations. "We had spreadsheets, e-mail messages, and EDI [electronic data interchange] systems. We wanted a common communication system."
While setting up the pOréal was a step in the right direction, the company expects its new RFID program to take performance to the next level. In June, Ingersoll Rand began working with some key suppliers to place tags on inbound shipments. The tags in this case are passive devices made by Alien Technology of Morgan Hill, Calif.
Now, when a trailer arrives at the Tyler plant, it passes by an antenna that reads the RFID tag. Information encoded in the tag is then uploaded to the electronic pOréal and made available for immediate viewing.
The time savings have been downright impressive. Smith says instead of taking half an hour, it now takes about five minutes to record the arrival of inventory and update the inventory status on the pOréal.
Tag teams
Currently, about 25 of Ingersoll Rand's 110 suppliers are tagging their shipments. These include several local Texas and Mexican suppliers as well as vendors who feed products through a consignment warehouse in Tyler operated by a third-party logistics company (3PL). Under this arrangement, vendors send trailer loads of product to the consignment warehouse, which, in turn, sends smaller lots of parts and components to the factory upon request. Typically, it applies the RFID tags to items just prior to shipping.
Not all of the shipments from these vendors are suitable for tagging, however. Some items—like shipments of metals or components that arrive in metal tubs—aren't being tagged because metal can interfere with the signal transmission. "The tag itself is an antenna, and when you touch metal, you can short out the antenna," Smith explains.
Shipments that aren't suitable for tagging are recorded the traditional way—by scanning a bar code. All incoming materials—including those with RFID labels—carry a bar code because Ingersoll Rand requires them for auditing purposes.
As for the project's cost, Ingersoll Rand got off lightly. The company already had antennas on hand that it had purchased for another project but never used. As a result, Smith says, setting up the receiving dock to read RFID tags only cost it $20,000.
The suppliers bear the cost of the tags, which Smith says run to about a dime apiece. So far, none of the suppliers have balked at the requirement, he says. That's because the suppliers have an incentive—prompt payment for their materials. Once the information from the tag gets sent to the pOréal and is reconciled with the invoice, the supplier gets approved for payment. "If the suppliers do the job right with RFID, they get paid on time," Smith says.
Ingersoll Rand is reaping savings as well. For one thing, the automatic recording process has enabled it to reassign two receiving workers to other tasks. Overall, Smith estimates that the RFID implementation will save the company something on the order of $120,000 a year.
More RFID in the future
Next year, Ingersoll Rand plans to extend the use of RFID to all members of its supply base as well as to additional manufacturing plants. It also wants to begin tagging individual items—as opposed to boxes or entire trailerloads—to achieve unit-level visibility. "We want to be able to see each and every component and manage all those components," Smith says.
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]."