Global supply patterns have changed dramatically since the beginning of the 20th century— not just once but several times—and they will continue to change over time.
Global supply patterns have changed dramatically since the beginning of the 20th century— not just once but several times—and they will continue to change over time. Whenever shifts in production and consumption occur, new winners and losers emerge. This dynamic has a direct effect not only at a country or regional level but also at the supply chain and individual company level. Supply chain managers, therefore, can benefit from a basic understanding of some of these shifts and their consequences.
Changing production patterns
In the past, less developed countries with low production costs produced the raw input materials, while capital-intensive countries would design, produce, and consume the finished goods. During the course of the 20th century, however, a new paradigm for goods production emerged. Trade patterns reflected the comparative advantages that arose from supply chains that extended to less developed countries. They also came to feature multilateral exchanges of finished consumer goods among advanced economies. For example, Germany both exported and imported beer. This is partly related to the fact that consumers in modern capitalist societies developed a preference for variety; satisfying that demand required more intragroup trade in parallel with the outsourcing of production to markets with lower production costs.
The international trade picture, then, could be characterized as raw materials from less developed countries flowing to industrial countries in a traditional, linear supply chain, with a considerable volume of similar finished and capital goods trading between industrial countries. Despite this paradigm shift, the ability to add value at lower production costs (i.e., comparative advantage) remained an essential determinant of international trade flows.
Eventually, manufacturers came to realize that by locating production or assembly plants within the consuming countries, they could reduce distribution costs and offer lower prices to end consumers. For example, a U.S.-owned soft drink plant in a Latin American country would produce soft drinks for local consumption, thereby substantially reducing logistics and transportation costs. This shift is not limited to low-cost countries. In the United States, for instance, a Toyota plant in Mississippi or a Mercedes plant in Alabama imports some parts from Japan or Germany but assembles the automobiles themselves in close proximity to the consuming market.
After the end of the Cold War, trade flows and the integration of global markets have increased at a rapid pace, while transportation costs have fallen. More countries have opened their borders to free trade or have liberalized trade in some way. Landmark developments include China's entry into the World Trade Organization (WTO) and a swing by India and many other developing countries away from anti-trade and anti-market policies. These developments caused the economic paradigm for goods production to change once again.
Now many North American and European companies locate production and assembly facilities in countries like China, where input costs are lower. The finished goods are subsequently imported by the North American or European company, so that the final sales proceeds stay with the parent company, in the home country, or both. Economic activities in this new supply chain paradigm mean that the value added to a product, the productivity level, and the costs for many products are lowest at the production level and highest at the design and distribution levels. A visual depiction of this phenomenon shows a "smiley curve" (see Figure 1).
Weaving a supply web
During the last two decades, there has been a consistent flow of low-skill and low-value-added jobs from developed economies to emerging economies that have a comparative advantage in less capital-intensive industries. This phenomenon has had an important, transformational impact on global supply chain dynamics: the metaphor of a linear supply chain, with product moving chronologically through the stages of supply, production, and distribution, may be heading toward obsolescence. Instead, today's global supply chain is increasingly looking and acting like a global supply web. The concept of a series of interconnecting links, from the input link (supplier) to the output link (distribution) has given way to a network pattern involving myriad suppliers, producers, and distributors cascading across international boundaries.
With companies scattering production around the globe and conducting economic activities in multiple countries, tracing the flows and interconnections of the global supply web has become an almost impossible task. It's not uncommon to see a pattern like this: Low-cost Country A imports raw materials or components from Country B, which has higher production costs. Country A assembles the parts or processes the product. The assembled or processed product is then exported to Country C. Further processing or assembly may then be done in Country C before the finished product is exported back to Country A or to another country altogether.
As that scenario suggests, companies are taking increasing advantage of their ability to fragment the production process by locating design and engineering in one place, parts in another place, and assembly in still another place. China offers a prime example of this new phenomenon. A large volume of raw materials and parts are shipped to China for manufacture or assembly. Once incorporated into a finished product, they are exported to the country of origin or to another country. This strategy has become very common in recent years. Since 2000, the value of Chinese merchandise exports of finished or semi-finished goods processed with imported materials has multiplied by a factor of six. According to manufacturing trade data, it is estimated that more than half of China's total merchandise exports now include imported materials. The total value of those exports in 2010 represents an estimated US $600 billion (on an annual basis).
Another element of Chinese trade patterns worth mentioning is that the gap between the value of merchandise imports and merchandise exports has grown from 15 percent in 1994 to 50 percent in 2010. This is most likely a consequence of increased productivity and a higher value added to Chinese exports since 1994. Increased productivity has allowed Chinese companies to produce more output (and therefore exports) with a given amount of inputs (or imports). At the same time, the improvement in Chinese processing and assembly processes since then is likely to have boosted the value added to the finished products.
Interestingly, production fragmentation is no longer limited to manufactured goods and has also made its way into the information services sector. Many companies now locate call centers, data processing facilities, and research centers in countries where the production costs for those functions are lower.
Shared prosperity
For the time being, advanced economies will continue to focus on the parts of the supply web for which they have a comparative advantage, while low-productioncost countries will concentrate on other segments. But the shape and complexity of the supply web could change over time. As populations in many of the key emerging economies age or attain higher levels of education, the geographical concentration of those nations having comparative advantages will shift, creating new and interesting patterns of international trade.
Regardless of how the lineup of developed and emerging economies changes in the future, the global supply web will connect them in a strong ensemble that is capable of reaping the greatest benefits from free trade. As Nariman Behravesh, IHS's chief economist, writes in his book Spin-Free Economics.
"In war, one country wins and another loses. In globalization, both countries prosper. Power can be gained at someone else's expense, but prosperity can be shared."
Progress in generative AI (GenAI) is poised to impact business procurement processes through advancements in three areas—agentic reasoning, multimodality, and AI agents—according to Gartner Inc.
Those functions will redefine how procurement operates and significantly impact the agendas of chief procurement officers (CPOs). And 72% of procurement leaders are already prioritizing the integration of GenAI into their strategies, thus highlighting the recognition of its potential to drive significant improvements in efficiency and effectiveness, Gartner found in a survey conducted in July, 2024, with 258 global respondents.
Gartner defined the new functions as follows:
Agentic reasoning in GenAI allows for advanced decision-making processes that mimic human-like cognition. This capability will enable procurement functions to leverage GenAI to analyze complex scenarios and make informed decisions with greater accuracy and speed.
Multimodality refers to the ability of GenAI to process and integrate multiple forms of data, such as text, images, and audio. This will make GenAI more intuitively consumable to users and enhance procurement's ability to gather and analyze diverse information sources, leading to more comprehensive insights and better-informed strategies.
AI agents are autonomous systems that can perform tasks and make decisions on behalf of human operators. In procurement, these agents will automate procurement tasks and activities, freeing up human resources to focus on strategic initiatives, complex problem-solving and edge cases.
As CPOs look to maximize the value of GenAI in procurement, the study recommended three starting points: double down on data governance, develop and incorporate privacy standards into contracts, and increase procurement thresholds.
“These advancements will usher procurement into an era where the distance between ideas, insights, and actions will shorten rapidly,” Ryan Polk, senior director analyst in Gartner’s Supply Chain practice, said in a release. "Procurement leaders who build their foundation now through a focus on data quality, privacy and risk management have the potential to reap new levels of productivity and strategic value from the technology."
Businesses are cautiously optimistic as peak holiday shipping season draws near, with many anticipating year-over-year sales increases as they continue to battle challenging supply chain conditions.
That’s according to the DHL 2024 Peak Season Shipping Survey, released today by express shipping service provider DHL Express U.S. The company surveyed small and medium-sized enterprises (SMEs) to gauge their holiday business outlook compared to last year and found that a mix of optimism and “strategic caution” prevail ahead of this year’s peak.
Nearly half (48%) of the SMEs surveyed said they expect higher holiday sales compared to 2023, while 44% said they expect sales to remain on par with last year, and just 8% said they foresee a decline. Respondents said the main challenges to hitting those goals are supply chain problems (35%), inflation and fluctuating consumer demand (34%), staffing (16%), and inventory challenges (14%).
But respondents said they have strategies in place to tackle those issues. Many said they began preparing for holiday season earlier this year—with 45% saying they started planning in Q2 or earlier, up from 39% last year. Other strategies include expanding into international markets (35%) and leveraging holiday discounts (32%).
Sixty percent of respondents said they will prioritize personalized customer service as a way to enhance customer interactions and loyalty this year. Still others said they will invest in enhanced web and mobile experiences (23%) and eco-friendly practices (13%) to draw customers this holiday season.
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.”
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.”