New research examines how crowd logistics differs from traditional logistics service models and which type of crowd logistics might be the most disruptive.
The Journal of Business Logistics (JBL), published by the Council of Supply Chain Management Professionals (CSCMP), is recognized as one of the world's leading academic supply chain journals. But sometimes it may be hard for practitioners to see how the research presented in its pages applies to what they do on a day-to-day basis. To help bridge that gap, CSCMP's Supply Chain Quarterly challenges the authors of selected JBL articles to explain the real-world applications of their academic work.
THE UPSHOT
Since 2010 a flurry of startups have attempted to adapt the "Uber" or "Airbnb" model of crowdsourcing to logistics services. While much has been written on this development by the media, consultants, and industry analysts, this article by three professors from business schools and universities in France is the first academic paper that takes a close look at the emerging business model. As such, the article provides the first conceptual definition of what the authors call "crowd logistics": "Crowd logistics is done through collaborative platforms and mobile apps that connect individuals and firms to peers (travelers, movers, authorized drivers, owners of empty storage spaces, etc.) in order to make the best use of distributed, idle logistics resources and capabilities." The authors also delineate how crowd logistics differs from more traditional logistics service models, the main difference being that crowd logistics calls on individuals—mostly amateurs—to perform basic logistics services on an ad hoc basis.
What was the impetus for your research?
I began this research program with my two co-authors, Valentina Carbone and Christine Roussat, three years ago. We have been investigating the logistics aspects inherent in the sharing economy. This economy is booming, but it seems to underestimate the importance of controlling the physical flows it generates. In our first study, we identified four types of logistics characteristic of the collaborative economy: business logistics, peer-to-peer logistics, open logistics, and crowd logistics.
The second stage of our research, which is published in the Journal of Business Logistics, focuses on the logistics type that we considered to be most promising: crowd logistics. Although many researchers have investigated crowdfunding and crowdsourcing, the logistics and supply chain management literature is almost devoid of work on crowd logistics. So it was exciting for us to be the first to explore this field.
How does crowd logistics differ from traditional business logistics?
Our definition of crowd logistics highlights three features. The first is the fact that crowd logistics relies on amateurs rather than logistics professionals. The second is that it relies on resources that are spread among the crowd and are underused or even unused. This is extremely different from traditional logistics with its dedicated infrastructure (warehouses, trucks, boats, etc.). The final key feature is that this type of logistics has been enabled by the development of digital technologies, such as mobile apps. Crowd logistics does not rely on traditional corporate information systems, such as enterprise resource planning (ERP) systems or electronic data interchange (EDI).
What do practitioners need to know about the four main types of crowd logistics?
We believe two things need to be noted by practitioners. The first is that crowd logistics firms can provide four major types of logistics services: crowd local delivery, crowd storage, crowd freight shipping, and crowd freight forwarding. The second is that each type of crowd logistics service creates a different type of logistics value.
For example, crowd storage relies on real estate resources, such as cellars and garages, to offer local storage services to city dwellers. Crowd freight forwarding relies on other resources related to individual mobility, such as air or sea travel, to make products that are unavailable in a given country accessible economically or to transport goods. So, each crowd logistics service uses different crowd resources and offers the client a different value proposition.
Why did you choose to exclude some of the companies, such as Cargomatic and Shyp, that are often identified as "Uber for freight" from your study?
Crowd logistics, as we define it, is based on a crowd of amateurs rather than professionals, even though the boundary is becoming increasingly blurred. The two firms that you mention do not call on individuals. Cargomatic can be likened to a marketplace that uses new technologies to transform contacts with logistics service providers. Shyp uses professionals and offers logistics services to facilitate peer-to-peer transactions that have increased enormously with the sharing economy (for example, the types of transactions that occur on eBay). These two firms do indeed propose a form of logistics "uberization," in the sense that they use digital technologies to rethink logistics practices, but not in the precise field of crowd logistics as we have defined it. But it is interesting that the boundaries between these activities are becoming blurred: Some crowd logistics firms use traditional marketplace models, and some traditional businesses are investing in these startups. And the difference between the amateur individual and the self-employed courier is often tenuous!
In your paper, you and your co-authors predict that crowd local delivery will have the strongest disruptive impact. Why do you believe that to be true?
We believe that crowd local delivery is the most promising segment for two reasons. The first is that there is currently a great demand from city dwellers for cheap, personalized, and rapid delivery services. This is just the type of service that crowd local delivery firms are offering. They are using the crowd to make themselves more competitive than traditional logistics service providers, and they are offering brands, which are increasingly looking to develop multichannel distribution methods, a more flexible, modern, and attractive model.
The second is that the resources on which these services are based are widely available and possessed by a wide range of people; in towns, everyone moves around all the time and can easily take a parcel with them! So there is great potential for innovation and development in the field. Moreover, it is clear that firms such as Deliv, Postmates, and Instacart have already reached a significant size.
What impact could crowd logistics have on logistics service providers and their customers?
Crowd logistics is both a threat and an opportunity for logistics service providers. They are a genuine threat because the crowd can replace traditional logistics providers and reduce their market share. But crowd logistics also provides an opportunity to develop new activities. For that reason, service providers can look to include crowd delivery services in their offerings. They are better able to do so if they are positioned as "4PL providers," since by definition they have the skills to orchestrate logistics resources, which are precisely the skills needed by successful crowd logistics firms. DHL, for example, has tested a service of this type in Sweden, called MyWays.
For retailers the risk is that, with the emergence of crowd local delivery firms, they will lose their direct link with the consumer, which is strategically vital. A firm like Instacart is looking to position itself as a new intermediary between consumers and traditional retailers. The risk for the retailers is that they might become just suppliers, where Instacart's shoppers will go to shop for their clients.
What does an academic look at crowd logistics provide that could not be found in other types of analyses or media coverage?
An academic analysis provides multiple benefits. First, in methodological terms, our analysis is thorough, detailed, and, of course, is in no way biased by private interests. We are not here to promote crowd logistics or sell our services, and we provide an objective view of the subject. Second, the value of our approach is that it relies on a systemic analysis, sustained by our knowledge of logistics, logistics operators, and, more broadly, management science. For example, our analysis here is based on a theoretical framework, that of the service-dominant logic. This leads us to propose an original approach to crowd logistics in terms of value co-creation and, above all, to develop theoretical proposals about the boom in crowd logistics.
How has the crowd logistics market evolved since the article was written?
The crowd logistics market is very unstable, and it is difficult to monitor its rapid changes. Since our paper was published, we have observed numerous company creations and failures and mergers between startups. However, the most interesting trend is the fact that traditional players are buying up firms operating in this segment. For example, the French Post Office bought the crowd delivery service Stuart in 2017.
How can practitioners use the information discussed in your paper?
Professionals can use the information in our paper in two ways. First, traditional firms can use it to develop an overall strategy with regard to crowd logistics: Which crowd logistics services can I call on? What startups are currently in this market? What opportunities and threats does it represent for us? Meanwhile, firms that are entering the crowd logistics market can use the paper to develop a successful strategy in this extremely competitive market.
Editor's Note: CSCMP members can access JBL articles by clicking on the "Develop" tab at cscmp.org, selecting "Journal of Business Logistics," and using the secure link to the Wiley Online Library.
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.”
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.
2024 was expected to be a bounce-back year for the logistics industry. We had the pandemic in the rearview mirror, and the economy was proving to be more resilient than expected, defying those prognosticators who believed a recession was imminent.
While most of the economy managed to stabilize in 2024, the logistics industry continued to see disruption and changes in international trade. World events conspired to drive much of the narrative surrounding the flow of goods worldwide. Additionally, a diminished reliance on China as a source for goods reduced some of the international trade flow from that manufacturing hub. Some of this trade diverted to other Asian nations, while nearshoring efforts brought some production back to North America, particularly Mexico.
Meanwhile trucking in the United States continued its 2-year recession, highlighted by weaker demand and excess capacity. Both contributed to a slow year, especially for truckload carriers that comprise about 90% of over-the-road shipments.
Labor issues were also front and center in 2024, as ports and rail companies dealt with threats of strikes, which resulted in new contracts and increased costs. Labor—and often a lack of it—continues to be an ongoing concern in the logistics industry.
In this annual issue, we bring a year-end perspective to these topics and more. Our issue is designed to complement CSCMP’s 35th Annual State of Logistics Report, which was released in June, and includes updates that were presented at the CSCMP EDGE conference held in October. In addition to this overview of the market, we have engaged top industry experts to dig into the status of key logistics sectors.
Hopefully as we move into 2025, logistics markets will build on an improving economy and strong consumer demand, while stabilizing those parts of the industry that could use some adrenaline, such as trucking. By this time next year, we hope to see a full recovery as the market fulfills its promise to deliver the needs of our very connected world.