When changes in wafer fabrication added more links to Texas Instruments' supply chain, the semiconductor maker responded by streamlining its operations.
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.
Over the years, its supply chain has expanded to include additional steps and players. Yet Texas Instruments hasn't allowed that to slow down the process. James Cooke tells the story in this article, which first appeared in the Quarter 1/2008 edition of CSCMP's Supply Chain Quarterly.
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You might think that a product made from silicon would flow through a supply chain like sand through an hourglass. But that's hardly the case for Texas Instruments Inc. (TI), one of the world's largest makers of silicon chips. Though its products may not present handling challenges, the Dallas-based company still faces the same difficulties that confront any business trying to coordinate the movement of materials through a far-flung global supply chain. And for TI, those challenges have only been magnified as the company's manufacturing process has become increasingly complex.
Those changes in Texas Instruments' manufacturing process over the years are largely a reflection of marketplace developments. Since TI introduced the first integrated circuit to the world in the middle of the last century, the market has exploded into a multibillion dollar global business. The company, which once concentrated on making chips for use in computers, now produces 55,000 different semiconductor products that are incorporated into a wide variety of electronic devices, including mobile phones, modems, and DVD players. Today, the computer industry accounts for only about 30 percent of TI's semiconductor sales, while customers in the communications industry consume at least half of the 10 billion-plus chips TI makes each year.
Not surprisingly, these changes have also had repercussions for TI's supply chain. Compared to a few decades ago, there are now more steps in the manufacturing process and, because TI has contracted with third parties for some of its manufacturing and distribution needs, more players in the chain. The conventional wisdom holds that the more links in the chain, the greater the potential for delays and other disruptions to the flow of materials and information among the various parties. Yet that hasn't been the case at TI. In the face of added challenges, the semiconductor maker has actually responded by streamlining its operations.
Complicating factors
Semiconductors—also called integrated circuits or chips— are big business for TI, which makes both analog and digital versions. In 2006, the most recent year for which financial figures are available, $13.7 billion of the company's $14.2 billion in revenue (96.5 percent) came from its semiconductor business. Asia and Europe each accounted for 25 percent of the company's semiconductor sales; the United States accounted for another 20 percent.
The chips themselves are made from silicon wafers in highly specialized factories known as fabrication plants, or "fabs." From the fabs, they move to assembly and test (A/T) facilities, where the wafers are cut into individual chips, which are then assembled into packages and tested.
Not so long ago, back when most of TI's chips were sold for use in personal computers (PCs), chip manufacturing was a relatively straightforward business. "The world used to be fairly simple," says Jan De Meulder, TI's director of supply chain logistics. "You were building chips for one PC application in one fab, sending them to one assembly and test site for completion, and your end customer was IBM, who was doing everything else. That was back in the '70s."
These days, it's no longer so simple. "Today, we have some processes [that] start in a first fab and then go to a second fab to complete the wafer's fabrication," explains De Meulder. "Then, they could be packaged in an assembly plant, followed by burn-in (tests in which the devices are subjected to high temperatures to assure quality) and final test processes in yet another site. Quite often, we then have to send those to an electronic manufacturing corporation that builds subassembly boards." From there, the units might be shipped directly to the customer's factory, where end products such as cell phones are assembled.
At the same time, more players have been introduced into the process. Three decades ago, Texas Instruments owned most of its chip-making facilities. But over the years, the company has outsourced part of its production to thirdparty foundries. At present, Texas Instruments uses more than 30 fabs and foundries around the globe. (Fabs make product strictly for TI's customers; foundries take orders from multiple customers, including TI's competitors.)
Delivering the goods
TI's process for moving semiconductors out to its customers, which now number more than 3,000 worldwide, is no less complicated. About 75 percent of the company's semiconductor products move through its distribution network, which includes four big regional distribution centers and more than 70 smaller hubs (see Figure 1). The company uses a regional DC in Singapore to serve customers in Asia; one in Dallas to serve North America; one in Utrecht, the Netherlands, to serve Europe; and one in Tsukuba, Japan, to serve markets in that country. But Texas Instruments doesn't manage these facilities itself; it uses third-party logistics service providers (3PLs) to handle the day-to-day operations of those warehouses.
Another 10 percent of TI's chips move directly from its factories to customers. The other 15 percent are sent to warehouses near key customers' factories. TI maintains inventories for those customers at the sites on a consignment basis.
To move its products, Texas Instruments relies heavily on air carriers, although the company has begun experimenting with ocean shipments for products with long lead times. Given its global reach, TI must keep track of rates on more than 1,000 different shipping routes.
All in all, the process is a lengthy one. On average, it takes eight months to source material, build the various semiconductor components, and deliver them into the end customers' hands. Texas Instruments keeps about 90 days' worth of inventory on hand to meet demand.
All together now!
As for how TI has managed to streamline its supply chain despite the additional steps, the explanation lies partly in its effective use of electronic communications. For starters, TI has standardized its information technology platform, deploying a common global IT system to handle all orders and shipments. The company now uses a single version of SAP's enterprise resource planning (ERP) system across all business units around the globe. The SAP system allows Texas Instruments to take an order from any customer anywhere on the planet and check whether it can meet the order. "People can look at orders and inventory anywhere around the world," says De Meulder. "It allows us to track changes in real time."
At the same time, the company has set up a global connectivity platform to exchange information with its external partners. It uses a variety of methods, ranging from electronic data interchange (EDI) to XML-messaging on the Internet, to connect with those external players. "When you have so many touch points with suppliers, you have to be connected by IT to your partners," De Meulder says.
TI's efforts to standardize its information base have extended to other areas of the operation as well. For example, the company uses a single version of i2's production planning software and has adopted a sales and operations planning (S&OP) process that has pushed everyone in the organization to use a standard set of data. "Everybody is aligned on what the company will aim for, what revenues we're looking for, and what the factories will build to," De Meulder says. "And everybody will execute the same plan."
As part of that process, Texas Instruments conducts a monthly review to spot potential gaps between supply and demand, so that it can act swiftly to resolve disparities. That monthly plan drives the weekly production plan for the factories, which must be kept running in order to be cost effective. "We can't afford to have the factory idle," De Meulder explains.
Fast-moving parts
Along with its IT and planning initiatives, Texas Instruments has also introduced several innovative transportation programs. To coordinate inbound parts shipments from offshore suppliers to its North American production plants, for example, the company has set up an Inbound Routing Center in Dallas. As it did with its regional distribution centers, TI has contracted with a 3PL to run the Inbound Routing Center. Among other functions, the 3PL is responsible for determining the most cost-efficient manner of shipping.
To help ensure a steady flow of parts and components needed for production, the Dallas chipmaker has also contracted with suppliers to set up vendor-managed inventory hubs near its fabs and A/T factories in Asia and Mexico. "We are asking suppliers to put key components right in front of our factories," says De Meulder, who notes that these programs are similar to the ones TI operates for its own customers.
Initiatives aimed at streamlining the company's outbound transportation include what TI calls the "shippacked-to-sales-order" program. Under this program, which is designed to expedite order shipping, a factory in, say, Malaysia will consolidate individual orders for Japanese customers into one container for shipment to TI's Tsukuba distribution center. Before it leaves the factory, each package is labeled with the final customer's name and other delivery details. When the shipment arrives at Tsukuba, workers at the DC break down the load into individual orders for final delivery.
Texas Instruments has also begun deploying transportation management software (TMS) to help it move shipments to customers swiftly at the lowest possible cost as well as to obtain better visibility of shipments in transit. Although it now uses the software only at its distribution centers, the company has plans to deploy the same TMS applications at all of its assembly and test facilities, which will allow those sites to take over tasks like filling out customs and shipping documents. "We want the factory to be able to do the same thing the DC can do," says De Meulder. The company has also developed contingency plans to keep the network running in case of supply chain disruptions. It has re-examined its shipping patterns and routes to ensure that it has an alternative carrier to move products and supplies on every key inbound and outbound lane. "If something happens, we have a backup plan with another strong provider," De Meulder reports.
A perfect delivery network
For all of its successful improvement initiatives, Texas Instruments still considers its supply chain to be a work in progress. It recently engaged an outside research firm to model its distribution network to determine the optimum locations for its distribution centers. "We will use that model to project the future," De Meulder says. He adds that he expects TI to relocate more DC operations to Asia in an effort to get closer to Asian customers, increase its presence in that part of world, and reduce its operating costs.
"We are busy working on developing a truly optimized network that can handle any shipment to any customer anywhere," says De Meulder. "Customers are not ... forgivng today; they want a perfect delivery network."
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]."