Report: AI, machine learning are top priorities for logistics
Execs say they’ll invest in advanced technologies to address disruptions, e-commerce, and labor shortages in a post-pandemic economy, tech firm survey shows.
Logistics executives will prioritize artificial intelligence (AI) and machine learning (ML) investments to handle the challenges of a post-Covid-19 economy, according to research from supply chain software vendor Blue Yonder, released today.
The tech firm surveyed more than 150 C-suite and senior executives from manufacturing, retail, third-party logistics (3PL), transportation, and warehousing firms with responsibility for logistics and manufacturing operations in the United States for its The New Normal of Logistics report. Nearly 50% of respondents said they expect to implement or enhance their warehouse management systems (WMS) and cloud infrastructure in the next 12 months. Advanced technology solutions will be a prime route to meeting those goals, with respondents saying they will focus on implementing or enhancing: AI and/or ML capabilities (42%); sales and operations planning (S&OP) and/or sales and operations execution (S&OE) (42%); and transportation management systems (TMS) (41%).
“As many companies were ill-prepared for the mounting pressures of delivering enhanced consumer experiences caused by pandemic-induced e-commerce surges, logistics executives are turning their energy and resources to meeting new and rising expectations,” according to Fab Brasca, group vice president, Global Solutions at Blue Yonder. “To compete in this consumer-centric world, companies will have to adopt technologies that not only provide efficiency, but real-time visibility to meet skyrocketing customer expectations.”
Convenience and flexibility are also top priorities in the coming year. Nearly 40% of respondents said they plan to maintain and optimize convenient fulfillment options in the wake of the pandemic, including curbside pickup, buy-online pick-up in store (BOPIS), and home delivery.
“The pandemic pushed consumers toward more convenient fulfillment options for products and services. With disruptions impacting the supply chain over the past 12 months, consumers’ high expectations for service levels have not wavered, forcing retailers and manufacturers to maintain efficient, fast fulfillment,” the researchers wrote.
Sustainability and labor management also rank high on the industry’s priority list. Fifty-seven percent of respondents said they plan to invest in more sustainable upstream operations (materials sourcing, suppliers, and manufacturing) to maximize sustainability throughout the supply chain. Respondents also said they will implement a multi-pronged approach to managing labor shortages:
40% said they are being more lenient on specific job/industry experience requirements to attract and retain talent in a tight labor market;
54% said they plan to invest in workforce management technologies and 51% plan to invest in enhanced workforce training procedures in the next 12 months;
And 48% said they plan to offer more flexible scheduling options.
More information on the survey is available at blueyonder.com.
Just 29% of supply chain organizations have the competitive characteristics they’ll need for future readiness, according to a Gartner survey released Tuesday. The survey focused on how organizations are preparing for future challenges and to keep their supply chains competitive.
Gartner surveyed 579 supply chain practitioners to determine the capabilities needed to manage the “future drivers of influence” on supply chains, which include artificial intelligence (AI) achievement and the ability to navigate new trade policies. According to the survey, the five competitive characteristics are: agility, resilience, regionalization, integrated ecosystems, and integrated enterprise strategy.
The survey analysis identified “leaders” among the respondents as supply chain organizations that have already developed at least three of the five competitive characteristics necessary to address the top five drivers of supply chain’s future.
Less than a third have met that threshold.
“Leaders shared a commitment to preparation through long-term, deliberate strategies, while non-leaders were more often focused on short-term priorities,” Pierfrancesco Manenti, vice president analyst in Gartner’s Supply Chain practice, said in a statement announcing the survey results.
“Most leaders have yet to invest in the most advanced technologies (e.g. real-time visibility, digital supply chain twin), but plan to do so in the next three-to-five years,” Manenti also said in the statement. “Leaders see technology as an enabler to their overall business strategies, while non-leaders more often invest in technology first, without having fully established their foundational capabilities.”
As part of the survey, respondents were asked to identify the future drivers of influence on supply chain performance over the next three to five years. The top five drivers are: achievement capability of AI (74%); the amount of new ESG regulations and trade policies being released (67%); geopolitical fight/transition for power (65%); control over data (62%); and talent scarcity (59%).
The analysis also identified four unique profiles of supply chain organizations, based on what their leaders deem as the most crucial capabilities for empowering their organizations over the next three to five years.
First, 54% of retailers are looking for ways to increase their financial recovery from returns. That’s because the cost to return a purchase averages 27% of the purchase price, which erases as much as 50% of the sales margin. But consumers have their own interests in mind: 76% of shoppers admit they’ve embellished or exaggerated the return reason to avoid a fee, a 39% increase from 2023 to 204.
Second, return experiences matter to consumers. A whopping 80% of shoppers stopped shopping at a retailer because of changes to the return policy—a 34% increase YoY.
Third, returns fraud and abuse is top-of-mind-for retailers, with wardrobing rising 38% in 2024. In fact, over two thirds (69%) of shoppers admit to wardrobing, which is the practice of buying an item for a specific reason or event and returning it after use. Shoppers also practice bracketing, or purchasing an item in a variety of colors or sizes and then returning all the unwanted options.
Fourth, returns come with a steep cost in terms of sustainability, with returns amounting to 8.4 billion pounds of landfill waste in 2023 alone.
“As returns have become an integral part of the shopper experience, retailers must balance meeting sky-high expectations with rising costs, environmental impact, and fraudulent behaviors,” Amena Ali, CEO of Optoro, said in the firm’s “2024 Returns Unwrapped” report. “By understanding shoppers’ behaviors and preferences around returns, retailers can create returns experiences that embrace their needs while driving deeper loyalty and protecting their bottom line.”
Facing an evolving supply chain landscape in 2025, companies are being forced to rethink their distribution strategies to cope with challenges like rising cost pressures, persistent labor shortages, and the complexities of managing SKU proliferation.
1. Optimize labor productivity and costs. Forward-thinking businesses are leveraging technology to get more done with fewer resources through approaches like slotting optimization, automation and robotics, and inventory visibility.
2. Maximize capacity with smart solutions. With e-commerce volumes rising, facilities need to handle more SKUs and orders without expanding their physical footprint. That can be achieved through high-density storage and dynamic throughput.
3. Streamline returns management. Returns are a growing challenge, thanks to the continued growth of e-commerce and the consumer practice of bracketing. Businesses can handle that with smarter reverse logistics processes like automated returns processing and reverse logistics visibility.
4. Accelerate order fulfillment with robotics. Robotic solutions are transforming the way orders are fulfilled, helping businesses meet customer expectations faster and more accurately than ever before by using autonomous mobile robots (AMRs and robotic picking.
5. Enhance end-of-line packaging. The final step in the supply chain is often the most visible to customers. So optimizing packaging processes can reduce costs, improve efficiency, and support sustainability goals through automated packaging systems and sustainability initiatives.
That clash has come as retailers have been hustling to adjust to pandemic swings like a renewed focus on e-commerce, then swiftly reimagining store experiences as foot traffic returned. But even as the dust settles from those changes, retailers are now facing renewed questions about how best to define their omnichannel strategy in a world where customers have increasing power and information.
The answer may come from a five-part strategy using integrated components to fortify omnichannel retail, EY said. The approach can unlock value and customer trust through great experiences, but only when implemented cohesively, not individually, EY warns.
The steps include:
1. Functional integration: Is your operating model and data infrastructure siloed between e-commerce and physical stores, or have you developed a cohesive unit centered around delivering seamless customer experience?
2. Customer insights: With consumer centricity at the heart of operations, are you analyzing all touch points to build a holistic view of preferences, behaviors, and buying patterns?
3. Next-generation inventory: Given the right customer insights, how are you utilizing advanced analytics to ensure inventory is optimized to meet demand precisely where and when it’s needed?
4. Distribution partnerships: Having ensured your customers find what they want where they want it, how are your distribution strategies adapting to deliver these choices to them swiftly and efficiently?
5. Real estate strategy: How is your real estate strategy interconnected with insights, inventory and distribution to enhance experience and maximize your footprint?
When approached cohesively, these efforts all build toward one overarching differentiator for retailers: a better customer experience that reaches from brand engagement and order placement through delivery and return, the EY study said. Amid continued volatility and an economy driven by complex customer demands, the retailers best set up to win are those that are striving to gain real-time visibility into stock levels, offer flexible fulfillment options and modernize merchandising through personalized and dynamic customer experiences.
Geopolitical rivalries, alliances, and aspirations are rewiring the global economy—and the imposition of new tariffs on foreign imports by the U.S. will accelerate that process, according to an analysis by Boston Consulting Group (BCG).
Without a broad increase in tariffs, world trade in goods will keep growing at an average of 2.9% annually for the next eight years, the firm forecasts in its report, “Great Powers, Geopolitics, and the Future of Trade.” But the routes goods travel will change markedly as North America reduces its dependence on China and China builds up its links with the Global South, which is cementing its power in the global trade map.
“Global trade is set to top $29 trillion by 2033, but the routes these goods will travel is changing at a remarkable pace,” Aparna Bharadwaj, managing director and partner at BCG, said in a release. “Trade lanes were already shifting from historical patterns and looming US tariffs will accelerate this. Navigating these new dynamics will be critical for any global business.”
To understand those changes, BCG modeled the direct impact of the 60/25/20 scenario (60% tariff on Chinese goods, a 25% on goods from Canada and Mexico, and a 20% on imports from all other countries). The results show that the tariffs would add $640 billion to the cost of importing goods from the top ten U.S. import nations, based on 2023 levels, unless alternative sources or suppliers are found.
In terms of product categories imported by the U.S., the greatest impact would be on imported auto parts and automotive vehicles, which would primarily affect trade with Mexico, the EU, and Japan. Consumer electronics, electrical machinery, and fashion goods would be most affected by higher tariffs on Chinese goods. Specifically, the report forecasts that a 60% tariff rate would add $61 billion to cost of importing consumer electronics products from China into the U.S.