When changes in wafer fabrication added more links to Texas Instruments' supply chain, the semiconductor maker responded by streamlining its operations.
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, Texas-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, US $13.7 billion of the company's US $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 third-party 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, Texas, 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 costefficient 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 vendormanaged 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 "ship-packed-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 … forgiving today; they want a perfect delivery network."
The practice consists of 5,000 professionals from Accenture and from Avanade—the consulting firm’s joint venture with Microsoft. They will be supported by Microsoft product specialists who will work closely with the Accenture Center for Advanced AI. Together, that group will collaborate on AI and Copilot agent templates, extensions, plugins, and connectors to help organizations leverage their data and gen AI to reduce costs, improve efficiencies and drive growth, they said on Thursday.
Accenture and Avanade say they have already developed some AI tools for these applications. For example, a supplier discovery and risk agent can deliver real-time market insights, agile supply chain responses, and better vendor selection, which could result in up to 15% cost savings. And a procure-to-pay agent could improve efficiency by up to 40% and enhance vendor relations and satisfaction by addressing urgent payment requirements and avoiding disruptions of key services
Likewise, they have also built solutions for clients using Microsoft 365 Copilot technology. For example, they have created Copilots for a variety of industries and functions including finance, manufacturing, supply chain, retail, and consumer goods and healthcare.
Another part of the new practice will be educating clients how to use the technology, using an “Azure Generative AI Engineer Nanodegree program” to teach users how to design, build, and operationalize AI-driven applications on Azure, Microsoft’s cloud computing platform. The online classes will teach learners how to use AI models to solve real-world problems through automation, data insights, and generative AI solutions, the firms said.
“We are pleased to deepen our collaboration with Accenture to help our mutual customers develop AI-first business processes responsibly and securely, while helping them drive market differentiation,” Judson Althoff, executive vice president and chief commercial officer at Microsoft, said in a release. “By bringing together Copilots and human ambition, paired with the autonomous capabilities of an agent, we can accelerate AI transformation for organizations across industries and help them realize successful business outcomes through pragmatic innovation.”
Census data showed that overall retail sales in October were up 0.4% seasonally adjusted month over month and up 2.8% unadjusted year over year. That compared with increases of 0.8% month over month and 2% year over year in September.
October’s core retail sales as defined by NRF — based on the Census data but excluding automobile dealers, gasoline stations and restaurants — were unchanged seasonally adjusted month over month but up 5.4% unadjusted year over year.
Core sales were up 3.5% year over year for the first 10 months of the year, in line with NRF’s forecast for 2024 retail sales to grow between 2.5% and 3.5% over 2023. NRF is forecasting that 2024 holiday sales during November and December will also increase between 2.5% and 3.5% over the same time last year.
“October’s pickup in retail sales shows a healthy pace of spending as many consumers got an early start on holiday shopping,” NRF Chief Economist Jack Kleinhenz said in a release. “October sales were a good early step forward into the holiday shopping season, which is now fully underway. Falling energy prices have likely provided extra dollars for household spending on retail merchandise.”
Despite that positive trend, market watchers cautioned that retailers still need to offer competitive value propositions and customer experience in order to succeed in the holiday season. “The American consumer has been more resilient than anyone could have expected. But that isn’t a free pass for retailers to under invest in their stores,” Nikki Baird, VP of strategy & product at Aptos, a solutions provider of unified retail technology based out of Alpharetta, Georgia, said in a statement. “They need to make investments in labor, customer experience tech, and digital transformation. It has been too easy to kick the can down the road until you suddenly realize there’s no road left.”
A similar message came from Chip West, a retail and consumer behavior expert at the marketing, packaging, print and supply chain solutions provider RRD. “October’s increase proved to be slightly better than projections and was likely boosted by lower fuel prices. As inflation slowed for a number of months, prices in several categories have stabilized, with some even showing declines, offering further relief to consumers,” West said. “The data also looks to be a positive sign as we kick off the holiday shopping season. Promotions and discounts will play a prominent role in holiday shopping behavior as they are key influencers in consumer’s purchasing decisions.”
That result came from the company’s “GEP Global Supply Chain Volatility Index,” an indicator tracking demand conditions, shortages, transportation costs, inventories, and backlogs based on a monthly survey of 27,000 businesses. The October index number was -0.39, which was up only slightly from its level of -0.43 in September.
Researchers found a steep rise in slack across North American supply chains due to declining factory activity in the U.S. In fact, purchasing managers at U.S. manufacturers made their strongest cutbacks to buying volumes in nearly a year and a half, indicating that factories in the world's largest economy are preparing for lower production volumes, GEP said.
Elsewhere, suppliers feeding Asia also reported spare capacity in October, albeit to a lesser degree than seen in Western markets. Europe's industrial plight remained a key feature of the data in October, as vendor capacity was significantly underutilized, reflecting a continuation of subdued demand in key manufacturing hubs across the continent.
"We're in a buyers' market. October is the fourth straight month that suppliers worldwide reported spare capacity, with notable contractions in factory demand across North America and Europe, underscoring the challenging outlook for Western manufacturers," Todd Bremer, vice president, GEP, said in a release. "President-elect Trump inherits U.S. manufacturers with plenty of spare capacity while in contrast, China's modest rebound and strong expansion in India demonstrate greater resilience in Asia."
Even as the e-commerce sector overall continues expanding toward a forecasted 41% of all retail sales by 2027, many small to medium e-commerce companies are struggling to find the investment funding they need to increase sales, according to a sector survey from online capital platform Stenn.
Global geopolitical instability and increasing inflation are causing e-commerce firms to face a liquidity crisis, which means companies may not be able to access the funds they need to grow, Stenn’s survey of 500 senior e-commerce leaders found. The research was conducted by Opinion Matters between August 29 and September 5.
Survey findings include:
61.8% of leaders who sought growth capital did so to invest in advanced technologies, such as AI and machine learning, to improve their businesses.
When asked which resources they wished they had more access to, 63.8% of respondents pointed to growth capital.
Women indicated a stronger need for business operations training (51.2%) and financial planning resources (48.8%) compared to men (30.8% and 15.4%).
40% of business owners are seeking external financial advice and mentorship at least once a week to help with business decisions.
Almost half (49.6%) of respondents are proactively forecasting their business activity 6-18 months ahead.
“As e-commerce continues to grow rapidly, driven by increasing online consumer demand and technological innovation, it’s important to remember that capital constraints and access to growth financing remain persistent hurdles for many e-commerce business leaders especially at small and medium-sized businesses,” Noel Hillman, Chief Commercial Officer at Stenn, said in a release. “In this competitive landscape, ensuring liquidity and optimizing supply chain processes are critical to sustaining growth and scaling operations.”
With six keynote and more than 100 educational sessions, CSCMP EDGE 2024 offered a wealth of content. Here are highlights from just some of the presentations.
A great American story
Author and entrepreneur Fawn Weaver closed out the first day of the conference by telling the little-known story of Nathan “Nearest” Green, who was born into slavery, freed after the Civil War, and went on to become the first master distiller for the Jack Daniel’s Whiskey brand. Through extensive research and interviews with descendants of the Daniel and Green families, Weaver discovered what she describes as a positive American story.
She told the story in her best-selling book, Love & Whiskey: The Remarkable True Story of Jack Daniel, His Master Distiller Nearest Green, and the Improbable Rise of Uncle Nearest. That story also inspired her to create Uncle Nearest Premium Whiskey.
Weaver discussed the barriers she encountered in bringing the brand to life, her vision for where it’s headed, and her take on the supply chain—which she views as both a necessary cost of doing business and an opportunity.
“[It’s] an opportunity if you can move quickly,” she said, pointing to a recent project in which the company was able to fast-track a new Uncle Nearest product thanks to close collaboration with its supply chain partners.
A two-pronged business transformation
We may be living in a world full of technology, but strategy and focus remain the top priorities when it comes to managing a business and its supply chains. So says Roberto Isaias, executive vice president and chief supply chain officer for toy manufacturing and entertainment company Mattel.
Isaias emphasized the point during his keynote on day two of EDGE 2024. He described how Mattel transformed itself amid surging demand for Barbie-branded items following the success of the Barbie movie.
That transformation, according to Isaias, came on two fronts: commercially and logistically. Today, Mattel is steadily moving beyond the toy aisle with two films and 13 TV series in production as well as 14 films and 35 shows in development. And as for those supply chain gains? The company has saved millions, increased productivity, and improved profit margins—even amid cost increases and inflation.
A framework for chasing excellence
Most of the time when CEOs present at an industry conference, they like to talk about their companies’ success stories. Not J.B. Hunt’s Shelley Simpson. Speaking at EDGE, the trucking company’s president and CEO led with a story about a time that the company lost a major customer.
According to Simpson, the company had a customer of their dedicated contract business in 2001 that was consistently making late shipments with no lead time. “We were working like crazy to try to satisfy them, and lost their business,” Simpson said.
When the team at J.B. Hunt later met with the customer’s chief supply chain officer and related all they had been doing, the customer responded, “You never shared everything you were doing for us.”
Out of that experience, came J.B. Hunt’s Customer Value Delivery framework. The framework consists of five steps: 1) understand customer needs, 2) deliver expectations, 3) measure results, 4) communicate performance, and 5) anticipate new value.
Next year’s CSCMP EDGE conference on October 5–8 in National Harbor, Md., promises to have a similarly deep lineup of keynote presentations. Register early at www.cscmpedge.org.