Drones in the supply chain: more than just last-mile delivery
Amazon and Google's efforts to use drones to deliver small packages may get all the press, but the case for using drones is actually stronger further upstream in the supply chain, says one expert.
Google and Amazon may grab all the headlines with their pilot projects for unmanned aerial vehicles, also known as drones, to deliver small parcels (or even burritos) directly into the hands of consumers. But the more interesting story—and the stronger business case—actually exists further up the supply chain, argues Bob Barr, managing director of Accenture Interactive, a division of the consulting firm Accenture that focuses on digital business.
Because there are so many restrictions on how and where drones can be operated, companies that are considering using them should think about applications within their own supply chains before they think about delivering to customers, Barr recommended during a recent interview. "Begin by staying within your own air space, and by that I mean inside your warehouse or manufacturing property or yard," he said. "Then, at least, the only regulations that you may be subject to are how high the drone can fly."
From raw material to final delivery
Barr believes that the first place drones can be used is where the supply chain starts: with raw materials. Drones are increasingly being employed for mining operations such as prospecting, or in the case of farming, for crop spraying and mapping soil conditions and crop yields, he said.
Further down the supply chain, they can be used at manufacturing and warehousing facilities for security and safety. For example, drones equipped with cameras can "walk the perimeter" of a facility or to perform safety inspections. Using drones as a way to make employees' jobs safer and more secure is a good way to gain initial buy-in among workers for the technology, Barr suggested.
Drones also have potential uses in maintenance and repair, especially in large manufacturing plants or distribution centers. For example, facilities using drones could send one 50 feet in the air to inspect a potential roof leak at a warehouse. Or repair technicians may no longer have to walk back to a supply cage, which may be a quarter of a mile away, to retrieve a tool or bolt. Instead, they could simply call the cage and have a drone fly the item to them, reducing travel time and nonvalue-added work. Barr even anticipates that some day a drone, probably operated remotely by a worker with a joystick, might be able to perform simple repairs.
Barr expects to see a noticeable presence for drones inside the distribution center and manufacturing plant within the next five years. In the beginning, he predicts, they'll be used by large companies that have manufacturing or warehousing facilities that are several acres in size and/or have very high ceilings, particularly for transporting lightweight products weighing 5 to 10 pounds (and possibly up to 20 pounds.)
In those types of applications, Barr said, drones could provide several economic benefits: cost savings because fewer conveyors or lift trucks will be needed; faster turn times as items are transported and jobs are performed more quickly; and some reduction in headcount. However, he is quick to point out that drones will not eliminate the need for skilled workers. "It may be that the operator is now trained to sit at a joystick instead of at the tool itself," he speculated. "You have to be mindful that behind the drone there is an operator."
In a statement, DCA airport officials said they would open the facility again today for flights after planes were grounded for more than 12 hours. “Reagan National airport will resume flight operations at 11:00am. All airport roads and terminals are open. Some flights have been delayed or cancelled, so passengers are encouraged to check with their airline for specific flight information,” the facility said in a social media post.
An investigation into the cause of the crash is now underway, being led by the National Transportation Safety Board (NTSB) and assisted by the Federal Aviation Administration (FAA). Neither agency had released additional information yet today.
First responders say nearly 70 people may have died in the crash, including all 60 passengers and four crew on the American Airlines flight and three soldiers in the military helicopter after both aircraft appeared to explode upon impact and fall into the Potomac River.
Editor's note:This article was revised on February 3.
Artificial intelligence (AI) and the economy were hot topics on the opening day of SMC3 Jump Start 25, a less-than-truckload (LTL)-focused supply chain event taking place in Atlanta this week. The three-day event kicked off Monday morning to record attendance, with more than 700 people registered, according to conference planners.
The event opened with a keynote presentation from AI futurist Zack Kass, former head of go to market for OpenAI. He talked about the evolution of AI as well as real-world applications of the technology, furthering his mission to demystify AI and make it accessible and understandable to people everywhere. Kass is a speaker and consultant who works with businesses and governments around the world.
The opening day also featured a slate of economic presentations, including a global economic outlook from Dr. Jeff Rosensweig, director of the John Robson Program for Business, Public Policy, and Government at Emory University, and a “State of LTL” report from economist Keith Prather, managing director of Armada Corporate Intelligence. Both speakers pointed to a strong economy as 2025 gets underway, emphasizing overall economic optimism and strong momentum in LTL markets.
Other highlights included interviews with industry leaders Chris Jamroz and Rick DiMaio. Jamroz is executive chairman of the board and CEO of Roadrunner Transportation Systems, and DiMaio is executive vice president of supply chain for Ace Hardware.
Jump Start 25 runs through Wednesday, January 29, at the Renaissance Atlanta Waverly Hotel & Convention Center.
That is important because the increased use of robots has the potential to significantly reduce the impact of labor shortages in manufacturing, IFR said. That will happen when robots automate dirty, dull, dangerous or delicate tasks – such as visual quality inspection, hazardous painting, or heavy lifting—thus freeing up human workers to focus on more interesting and higher-value tasks.
To reach those goals, robots will grow through five trends in the new year, the report said:
1 – Artificial Intelligence. By leveraging diverse AI technologies, such as physical, analytical, and generative, robotics can perform a wide range of tasks more efficiently. Analytical AI enables robots to process and analyze the large amounts of data collected by their sensors. This helps to manage variability and unpredictability in the external environment, in “high mix/low-volume” production, and in public environments. Physical AI, which is created through the development of dedicated hardware and software that simulate real-world environments, allows robots to train themselves in virtual environments and operate by experience, rather than programming. And Generative AI projects aim to create a “ChatGPT moment” for Physical AI, allowing this AI-driven robotics simulation technology to advance in traditional industrial environments as well as in service robotics applications.
2 – Humanoids.
Robots in the shape of human bodies have received a lot of media attention, due to their vision where robots will become general-purpose tools that can load a dishwasher on their own and work on an assembly line elsewhere. Start-ups today are working on these humanoid general-purpose robots, with an eye toward new applications in logistics and warehousing. However, it remains to be seen whether humanoid robots can represent an economically viable and scalable business case for industrial applications, especially when compared to existing solutions. So for the time being, industrial manufacturers are still focused on humanoids performing single-purpose tasks only, with a focus on the automotive industry.
3 – Sustainability – Energy Efficiency.
Compliance with the UN's environmental sustainability goals and corresponding regulations around the world is becoming an important requirement for inclusion on supplier whitelists, and robots play a key role in helping manufacturers achieve these goals. In general, their ability to perform tasks with high precision reduces material waste and improves the output-input ratio of a manufacturing process. These automated systems ensure consistent quality, which is essential for products designed to have long lifespans and minimal maintenance. In the production of green energy technologies such as solar panels, batteries for electric cars or recycling equipment, robots are critical to cost-effective production. At the same time, robot technology is being improved to make the robots themselves more energy-efficient. For example, the lightweight construction of moving robot components reduces their energy consumption. Different levels of sleep mode put the hardware in an energy saving parking position. Advances in gripper technology use bionics to achieve high grip strength with almost no energy consumption.
4 – New Fields of Business.
The general manufacturing industry still has a lot of potential for robotic automation. But most manufacturing companies are small and medium-sized enterprises (SMEs), which means the adoption of industrial robots by SMEs is still hampered by high initial investment and total cost of ownership. To address that hurdle, Robot-as-a-Service (RaaS) business models allow enterprises to benefit from robotic automation with no fixed capital involved. Another option is using low-cost robotics to provide a “good enough” product for applications that have low requirements in terms of precision, payload, and service life. Powered by the those approaches, new customer segments beyond manufacturing include construction, laboratory automation, and warehousing.
5 – Addressing Labor Shortage.
The global manufacturing sector continues to suffer from labor shortages, according to the International Labour Organisation (ILO). One of the main drivers is demographic change, which is already burdening labor markets in leading economies such as the United States, Japan, China, the Republic of Korea, or Germany. Although the impact varies from country to country, the cumulative effect on the supply chain is a concern almost everywhere.
Overall disruptions to global supply chains in 2024 increased 38% from the previous year, thanks largely to the top five drivers of supply chain disruptions for the year: factory fires, labor disruption, business sale, leadership transition, and mergers & acquisitions, according to a study from Resilinc.
Factory fires maintained their position as the number one disruption for the sixth consecutive year, with 2,299 disruption alerts issued. Fortunately, this number is down 20% from the previous year and has declined 36% from the record high in 2022, according to California-based Resilinc, a provider of supply chain resiliency solutions.
Labor disruptions made it into the top five list for the second year in a row, jumping up to the second spot with a 47% year-over-year increase following a number of company and site-level strikes, national strikes, labor protests, and layoffs. From the ILA U.S. port strike, impacting over 47,000 workers, and the Canadian rail strike to major layoffs at tech giants Intel, Dell, and Amazon, labor disruptions continued its streak as a key risk area for 2024.
And financial risk areas, including business sales, leadership transitions, and mergers and acquisitions, rounded out the top five disruptions for 2024. While business sales climbed a steady 17% YoY, leadership transitions surged 95% last year. Several notable transitions included leadership changes at Boeing, Nestlé, Pfizer Limited, and Intel. While mergers and acquisitions saw a slight decline of 5%, they remained a top disruption for 2024.
Other noteworthy trends highlighted in the data include a 146% rise in labor violations such as forced labor, poor working conditions, and health and safety violations, among others. Geopolitical risk alerts climbed 123% after a brief dip in 2023, and protests/riots saw an astounding 285% YoY increase, marking the largest growth increase of all risk events tracked by Resilinc. Regulatory change alerts, which include tariffs, changes in laws, environmental regulations, and bans, continued their upward trend with a 128% YoY increase.
The five most disrupted industries included: life sciences, healthcare, general manufacturing, high tech, and automotive, marking the fourth year in a row that those particular industries have been the most impacted.
Resilinc gathers its data through its 24/7 global event monitoring Artificial Intelligence, EventWatch AI, which collects information and monitors news on 400 different types of disruptions across 104 million sources including traditional news sources, social media platforms, wire services, videos, and government reports. Annually, the AI contextualizes and analyzes nearly 5 billion data feeds across 100 languages in 200 countries.
Cargo theft activity across the United States and Canada reached unprecedented levels in 2024, with 3,625 reported incidents representing a stark 27% increase from 2023, according to an annual analysis from CargoNet.
The estimated average value per theft also rose, reaching $202,364, up from $187,895 in 2023. And the increase was persistent, as each quarter of 2024 surpassed previous records set in 2023.
According to Cargonet, the data suggests an evolving and increasingly sophisticated threat landscape in cargo theft, with criminal enterprises demonstrating tactical adaptability in both their methods and target selection.
For example, notable shifts occurred in targeted commodities during 2024. While 2023 saw frequent theft of engine oils, fluids, solar energy products, and energy drinks, 2024 marked a strategic pivot by criminal enterprises. New targets included raw and finished copper products, consumer electronics (particularly audio equipment and high-end servers), and cryptocurrency mining hardware. The analysis also revealed increased targeting of specific consumable goods, including produce like avocados and nuts, along with personal care products ranging from cosmetics to vitamins and supplements, especially protein powder.
Geographic trends show California and Texas experiencing the most significant increases in theft activity. California reported a 33% rise in incidents, while Texas saw an even more dramatic 39% surge. The five most impacted counties all reported substantial increases, led by Dallas County, Texas, with a 78% spike in reported incidents. Los Angeles County, California, traditionally a high-activity area, saw a 50% increase while neighboring San Bernardino County experienced a 47% rise.