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."
Penske said today that its facility in Channahon, Illinois, is now fully operational, and is predominantly powered by an onsite photovoltaic (PV) solar system, expected to generate roughly 80% of the building's energy needs at 200 KW capacity. Next, a Grand Rapids, Michigan, location will be also active in the coming months, and Penske's Linden, New Jersey, location is expected to go online in 2025.
And over the coming year, the Pennsylvania-based company will add seven more sites under its power purchase agreement with Sunrock Distributed Generation, retrofitting them with new PV solar systems which are expected to yield a total of roughly 600 KW of renewable energy. Those additional sites are all in California: Fresno, Hayward, La Mirada, National City, Riverside, San Diego, and San Leandro.
On average, four solar panel-powered Penske Truck Leasing facilities will generate an estimated 1-million-kilowatt hours (kWh) of renewable energy annually and will result in an emissions avoidance of 442 metric tons (MT) CO2e, which is equal to powering nearly 90 homes for one year.
"The initiative to install solar systems at our locations is a part of our company's LEED-certified facilities process," Ivet Taneva, Penske’s vice president of environmental affairs, said in a release. "Investing in solar has considerable economic impacts for our operations as well as the environmental benefits of further reducing emissions related to electricity use."
Overall, Penske Truck Leasing operates and maintains more than 437,000 vehicles and serves its customers from nearly 1,000 maintenance facilities and more than 2,500 truck rental locations across North America.
That challenge is one of the reasons that fewer shoppers overall are satisfied with their shopping experiences lately, Lincolnshire, Illinois-based Zebra said in its “17th Annual Global Shopper Study.”th Annual Global Shopper Study.” While 85% of shoppers last year were satisfied with both the in-store and online experiences, only 81% in 2024 are satisfied with the in-store experience and just 79% with online shopping.
In response, most retailers (78%) say they are investing in technology tools that can help both frontline workers and those watching operations from behind the scenes to minimize theft and loss, Zebra said.
Just 38% of retailers currently use AI-based prescriptive analytics for loss prevention, but a much larger 50% say they plan to use it in the next 1-3 years. That was followed by self-checkout cameras and sensors (45%), computer vision (46%), and RFID tags and readers (42%) that are planned for use within the next three years, specifically for loss prevention.
Those strategies could help improve the brick and mortar shopping experience, since 78% of shoppers say it’s annoying when products are locked up or secured within cases. Adding to that frustration is that it’s hard to find an associate while shopping in stores these days, according to 70% of consumers. In response, some just walk out; one in five shoppers has left a store without getting what they needed because a retail associate wasn’t available to help, an increase over the past two years.
The survey also identified additional frustrations faced by retailers and associates:
challenges with offering easy options for click-and-collect or returns, despite high shopper demand for them
the struggle to confirm current inventory and pricing
lingering labor shortages and increasing loss incidents, even as shoppers return to stores
“Many retailers are laying the groundwork to build a modern store experience,” Matt Guiste, Global Retail Technology Strategist, Zebra Technologies, said in a release. “They are investing in mobile and intelligent automation technologies to help inform operational decisions and enable associates to do the things that keep shoppers happy.”
The survey was administered online by Azure Knowledge Corporation and included 4,200 adult shoppers (age 18+), decision-makers, and associates, who replied to questions about the topics of shopper experience, device and technology usage, and delivery and fulfillment in store and online.
Supply chains are poised for accelerated adoption of mobile robots and drones as those technologies mature and companies focus on implementing artificial intelligence (AI) and automation across their logistics operations.
That’s according to data from Gartner’s Hype Cycle for Mobile Robots and Drones, released this week. The report shows that several mobile robotics technologies will mature over the next two to five years, and also identifies breakthrough and rising technologies set to have an impact further out.
Gartner’s Hype Cycle is a graphical depiction of a common pattern that arises with each new technology or innovation through five phases of maturity and adoption. Chief supply chain officers can use the research to find robotic solutions that meet their needs, according to Gartner.
Gartner, Inc.
The mobile robotic technologies set to mature over the next two to five years are: collaborative in-aisle picking robots, light-cargo delivery robots, autonomous mobile robots (AMRs) for transport, mobile robotic goods-to-person systems, and robotic cube storage systems.
“As organizations look to further improve logistic operations, support automation and augment humans in various jobs, supply chain leaders have turned to mobile robots to support their strategy,” Dwight Klappich, VP analyst and Gartner fellow with the Gartner Supply Chain practice, said in a statement announcing the findings. “Mobile robots are continuing to evolve, becoming more powerful and practical, thus paving the way for continued technology innovation.”
Technologies that are on the rise include autonomous data collection and inspection technologies, which are expected to deliver benefits over the next five to 10 years. These include solutions like indoor-flying drones, which utilize AI-enabled vision or RFID to help with time-consuming inventory management, inspection, and surveillance tasks. The technology can also alleviate safety concerns that arise in warehouses, such as workers counting inventory in hard-to-reach places.
“Automating labor-intensive tasks can provide notable benefits,” Klappich said. “With AI capabilities increasingly embedded in mobile robots and drones, the potential to function unaided and adapt to environments will make it possible to support a growing number of use cases.”
Humanoid robots—which resemble the human body in shape—are among the technologies in the breakthrough stage, meaning that they are expected to have a transformational effect on supply chains, but their mainstream adoption could take 10 years or more.
“For supply chains with high-volume and predictable processes, humanoid robots have the potential to enhance or supplement the supply chain workforce,” Klappich also said. “However, while the pace of innovation is encouraging, the industry is years away from general-purpose humanoid robots being used in more complex retail and industrial environments.”
An eight-year veteran of the Georgia company, Hakala will begin his new role on January 1, when the current CEO, Tero Peltomäki, will retire after a long and noteworthy career, continuing as a member of the board of directors, Cimcorp said.
According to Hakala, automation is an inevitable course in Cimcorp’s core sectors, and the company’s end-to-end capabilities will be crucial for clients’ success. In the past, both the tire and grocery retail industries have automated individual machines and parts of their operations. In recent years, automation has spread throughout the facilities, as companies want to be able to see their entire operation with one look, utilize analytics, optimize processes, and lead with data.
“Cimcorp has always grown by starting small in the new business segments. We’ve created one solution first, and as we’ve gained more knowledge of our clients’ challenges, we have been able to expand,” Hakala said in a release. “In every phase, we aim to bring our experience to the table and even challenge the client’s initial perspective. We are interested in what our client does and how it could be done better and more efficiently.”
Although many shoppers will
return to physical stores this holiday season, online shopping remains a driving force behind peak-season shipping challenges, especially when it comes to the last mile. Consumers still want fast, free shipping if they can get it—without any delays or disruptions to their holiday deliveries.
One disruptor that gets a lot of headlines this time of year is package theft—committed by so-called “porch pirates.” These are thieves who snatch parcels from front stairs, side porches, and driveways in neighborhoods across the country. The problem adds up to billions of dollars in stolen merchandise each year—not to mention headaches for shippers, parcel delivery companies, and, of course, consumers.
Given the scope of the problem, it’s no wonder online shoppers are worried about it—especially during holiday season. In its annual report on package theft trends, released in October, the
security-focused research and product review firm Security.org found that:
17% of Americans had a package stolen in the past three months, with the typical stolen parcel worth about $50. Some 44% said they’d had a package taken at some point in their life.
Package thieves poached more than $8 billion in merchandise over the past year.
18% of adults said they’d had a package stolen that contained a gift for someone else.
Ahead of the holiday season, 88% of adults said they were worried about theft of online purchases, with more than a quarter saying they were “extremely” or “very” concerned.
But it doesn’t have to be that way. There are some low-tech steps consumers can take to help guard against porch piracy along with some high-tech logistics-focused innovations in the pipeline that can protect deliveries in the last mile. First, some common-sense advice on avoiding package theft from the Security.org research:
Install a doorbell camera, which is a relatively low-cost deterrent.
Bring packages inside promptly or arrange to have them delivered to a secure location if no one will be at home.
Consider using click-and-collect options when possible.
If the retailer allows you to specify delivery-time windows, consider doing so to avoid having packages sit outside for extended periods.
These steps may sound basic, but they are by no means a given: Fewer than half of Americans consider the timing of deliveries, less than a third have a doorbell camera, and nearly one-fifth take no precautions to prevent package theft, according to the research.
Tech vendors are stepping up to help. One example is
Arrive AI, which develops smart mailboxes for last-mile delivery and pickup. The company says its Mailbox-as-a-Service (MaaS) platform will revolutionize the last mile by building a network of parcel-storage boxes that can be accessed by people, drones, or robots. In a nutshell: Packages are placed into a weatherproof box via drone, robot, driverless carrier, or traditional delivery method—and no one other than the rightful owner can access it.
Although the platform is still in development, the company already offers solutions for business clients looking to secure high-value deliveries and sensitive shipments. The health-care industry is one example: Arrive AI offers secure drone delivery of medical supplies, prescriptions, lab samples, and the like to hospitals and other health-care facilities. The platform provides real-time tracking, chain-of-custody controls, and theft-prevention features. Arrive is conducting short-term deployments between logistics companies and health-care partners now, according to a company spokesperson.
The MaaS solution has a pretty high cool factor. And the common-sense best practices just seem like solid advice. Maybe combining both is the key to a more secure last mile—during peak shipping season and throughout the year as well.