Peter Bradley is an award-winning career journalist with more than three decades of experience in both newspapers and national business magazines. His credentials include seven years as the transportation and supply chain editor at Purchasing Magazine and six years as the chief editor of Logistics Management.
The uncertainty principle in quantum physics says, in essence, that you cannot know with precision both the location of a particle and its momentum at the same time. The better you measure one, the less you know about the other.
For a very long time, the much larger-scale world of physical logistics has had its own uncertainty issues. Knowing where goods are—with a supplier, in the DC, or en route to a customer—and whether they're moving on schedule remain key goals of those managing their companies' physical distribution networks. So, too, is the ability to intervene when those shipments go awry.
As supply chains become more complex and global businesses come under increased pressure to keep inventories lean while still providing good customer service, these capabilities become ever more important.
Fortunately, managers today have increasingly better access to tools that give them both visibility across their supply chains and the capability to control the movement of those goods. Much of the innovation in this area has come from companies that specialize in visibility software—whether traditional installed software or Web-based applications delivered on demand. But software developers no longer have the market to themselves. Other types of companies, including material handling equipment suppliers and third-party logistics service providers, have gotten into the game, offering tools designed to keep close tabs on inventory, wherever it may be.
Inside or out?
Where a shipper turns for visibility tools depends in large part on the particular need it wants to address. A supply chain executive will likely want a global view, while a DC supervisor wants to see what's coming in the door, what's on the shelves, what's moving through the system, and what's heading out the door.
"Visibility is a somewhat undefined term," says Jerry Koch, corporate marketing and product manager for Intelligrated, a company that specializes in material handling solutions. "If I'm a shipping supervisor, my needs are far different than an inventory planner's."
For tracking the whereabouts of items at the DC level, Intelligrated offers a warehouse control system (WCS) that includes visibility of products moving within the facility's four walls beyond that provided by warehouse management systems. Intelligrated's WCS "spans a lot of capabilities, from order processing to inventory management to people planning tools to execution monitoring and historical tools," Koch says. These capabilities also include real-time performance monitoring that allows supervisors and managers to make adjustments to current work flow.
Executives looking for a more global view have a whole other array of options, including tools provided by third-party logistics service providers. For example, APL Logistics, the 3PL arm of NOL group, offers visibility tools tied to its other service offerings, says Tony Zasimovich, the 3PL's vice president of international logistics services. The company's tracking tools include SeeChange, an end-to-end supply chain visibility system for international shipments being managed by APL Logistics. The tool allows customers to obtain detailed information on shipment contents plus a variety of event-based alerts through a Web-based pOréal.
Knowledge is power
Over on the software side, a number of developers are now marketing systems that provide visibility as well as capabilities to manage what you see. One such provider is Sterling Commerce, an IBM company. "We can give an end-to-end view of what is going on," says Pete Wharton, senior product marketing manager for Sterling's selling and fulfillment software suite.
For supply chain managers, that end-to-end visibility is critical, he argues. "When you can look at global inventory as opposed to siloed inventory, you can reduce inventory levels. You don't replicate safety stocks over every location." One Sterling customer, Sargento Foods Inc., for example, has gained significantly better control over its transportation operations using Sterling's tools. (See sidebar.)
Another benefit of global visibility, he says, is that it allows managers to deal with inbound disruptions more efficiently—for instance, by redirecting shipments or proactively notifying customers of order delays. "One of the things we saw coming out of the recession is that retailers have jumped on global visibility and the ability it provides them to direct inventory to a particular location," he says.
Wharton sees particular benefits for inbound operations at DCs. "The challenge is you have procurement placing orders. It's not unusual that the first time [a DC manager learns of an incoming shipment] is when it turns up at the warehouse. Visibility can provide significant lead time. You can plug that into the receiving process for things like scheduling doors and allocating labor, and how you stage goods and receive them into the warehouse."
Heads in the clouds
Not so very long ago, if a shipper wanted access to visibility software, it had to buy it. But that's no longer the case. More and more of these software tools are now available on demand. Sterling's fulfillment and visibility tools, for example, are offered both as installed software and on a software-as-a-service basis.
That's a big plus for shippers, says Greg Kefer, director of corporate marketing for GT Nexus, a company that offers a cloud-based platform linking shippers, suppliers, carriers, and other participants in international supply chains. The on-demand delivery option makes visibility tools available faster and at lower cost than installed systems, he explains.
Like Sterling's Wharton, Kefer is quick to point out the many benefits of enhanced visibility. For starters, he says, there's the potential to reduce transportation spend. As an example, Kefer points to retailers, which change out SKUs eight to 10 times a year, or in the case of fashion retailers, even more often. "They use a disproportionate amount of air freight because they cannot risk putting goods in an ocean box and waiting three and a half weeks for it to get here."
But visibility tools can potentially change that, he says.
"I'm not saying you can do away with the air piece, but good visibility across the supply chain can allow you to treat containers as warehouses. You can see down to the pallet, carton, or SKU level, even to style, size, and color. If you can put a percentage into ocean containers, you can take away some of those 747 charters. A lot of these companies are beginning to move in that direction. If you can trust data, you can do more of a mode mix."
A related benefit, he says, is the ability to avoid superfluous movements. Knowing what's coming in can help prevent unnecessary reallocations between DCs, Kefer explains. "If you get a demand signal in New York and you don't have the SKU, you might put in a call to the West Coast DC. Then, about the time the truck reaches Nebraska, four containers come in. Visibility of that can [save users] tens of thousands of dollars a day."
Dollars out, customer satisfaction, leaner inventory: Those are the goals. Or, put in other terms, the principle is to eliminate uncertainty.
Sargento finds better way to move its cheese
Walk into almost any grocery store in the United States, and you'll find Sargento Foods' products in the cheese aisle. The privately held Plymouth, Wis.-based company makes and distributes shredded, snack, and specialty cheeses and other items to grocers and retailers around the country.
But grocers' shelves are not the only destination for the company's products. Its food-service division supplies customized cheese products to many of the nation's largest restaurant chains. And its food ingredients division provides sliced, shredded, and diced cheeses to other food manufacturers.
Managing the distribution of these cheeses to its varied customer base—and doing it efficiently—requires keeping a good handle on how and when the products ship and when they are delivered. But with a complex network like Sargento's, that's easier said than done.
Much of the difficulty stems from the amount of load planning required. "Many of our customers order less than full truckloads," explains Keith Hartlaub, general manager for Sargento Transportation LLC, a wholly owned subsidiary of Sargento Foods. But shipping orders out as partial loads would be both costly and inefficient. So the company has worked hard to combine these orders into more economical multiple-stop truckloads—a task that requires consolidating shipments from all three product divisions, organizing the loads by lane, and then selecting the best carrier from its base of prequalified motor carriers as well as its own fleet.
To do this, the logistics team needs good visibility into the various carriers' lanes, rates, accessorial charges, and more. But up until a few years ago, it couldn't count on having that. "We had a system that we utilized to organize loads and put them together," says Hartlaub. "But the old system was very limited in what we were able to do."
To obtain the visibility it needed, the company implemented a transportation management system (TMS) from Sterling Commerce. The software, part of Sterling's fulfillment suite, is designed to let users view, plan, execute, settle, and analyze inbound and outbound transportation moves.
"It allows us better visibility into the carriers we are choosing," says Hartlaub. "We are able to rank them by whatever criteria we choose. More visibility into the carriers lane by lane is more cost efficient."
Today, all orders flow from Sargento's enterprise resource planning system to the TMS. "Planners get visibility into the TMS and pull those orders together, combine them into truckloads, and choose the most efficient route," he explains. "We know what our costs are going to be."
The system also allows Sargento to get status updates from carriers while loads are on the road.
One of the biggest benefits for Sargento and its carriers, Hartlaub says, has been the ability to transact business electronically. Truckers now can invoice Sargento immediately upon delivery. "We used to get a large quantity of mail," he says. "Now, we can start the process the day the final delivery is made. It works well for us and has reduced the cost of invoices."
A move by federal regulators to reinforce requirements for broker transparency in freight transactions is stirring debate among transportation groups, after the Federal Motor Carrier Safety Administration (FMCSA) published a “notice of proposed rulemaking” this week.
According to FMCSA, its draft rule would strive to make broker transparency more common, requiring greater sharing of the material information necessary for transportation industry parties to make informed business decisions and to support the efficient resolution of disputes.
The proposed rule titled “Transparency in Property Broker Transactions” would address what FMCSA calls the lack of access to information among shippers and motor carriers that can impact the fairness and efficiency of the transportation system, and would reframe broker transparency as a regulatory duty imposed on brokers, with the goal of deterring non-compliance. Specifically, the move would require brokers to keep electronic records, and require brokers to provide transaction records to motor carriers and shippers upon request and within 48 hours of that request.
Under federal regulatory processes, public comments on the move are due by January 21, 2025. However, transportation groups are not waiting on the sidelines to voice their opinions.
According to the Transportation Intermediaries Association (TIA), an industry group representing the third-party logistics (3PL) industry, the potential rule is “misguided overreach” that fails to address the more pressing issue of freight fraud. In TIA’s view, broker transparency regulation is “obsolete and un-American,” and has no place in today’s “highly transparent” marketplace. “This proposal represents a misguided focus on outdated and unnecessary regulations rather than tackling issues that genuinely threaten the safety and efficiency of our nation’s supply chains,” TIA said.
But trucker trade group the Owner-Operator Independent Drivers Association (OOIDA) welcomed the proposed rule, which it said would ensure that brokers finally play by the rules. “We appreciate that FMCSA incorporated input from our petition, including a requirement to make records available electronically and emphasizing that brokers have a duty to comply with regulations. As FMCSA noted, broker transparency is necessary for a fair, efficient transportation system, and is especially important to help carriers defend themselves against alleged claims on a shipment,” OOIDA President Todd Spencer said in a statement.
Additional pushback came from the Small Business in Transportation Coalition (SBTC), a network of transportation professionals in small business, which said the potential rule didn’t go far enough. “This is too little too late and is disappointing. It preserves the status quo, which caters to Big Broker & TIA. There is no question now that FMCSA has been captured by Big Broker. Truckers and carriers must now come out in droves and file comments in full force against this starting tomorrow,” SBTC executive director James Lamb said in a LinkedIn post.
The “series B” funding round was financed by an unnamed “strategic customer” as well as Teradyne Robotics Ventures, Toyota Ventures, Ranpak, Third Kind Venture Capital, One Madison Group, Hyperplane, Catapult Ventures, and others.
The fresh backing comes as Massachusetts-based Pickle reported a spate of third quarter orders, saying that six customers placed orders for over 30 production robots to deploy in the first half of 2025. The new orders include pilot conversions, existing customer expansions, and new customer adoption.
“Pickle is hitting its strides delivering innovation, development, commercial traction, and customer satisfaction. The company is building groundbreaking technology while executing on essential recurring parts of a successful business like field service and manufacturing management,” Omar Asali, Pickle board member and CEO of investor Ranpak, said in a release.
According to Pickle, its truck-unloading robot applies “Physical AI” technology to one of the most labor-intensive, physically demanding, and highest turnover work areas in logistics operations. The platform combines a powerful vision system with generative AI foundation models trained on millions of data points from real logistics and warehouse operations that enable Pickle’s robotic hardware platform to perform physical work at human-scale or better, the company says.
Bloomington, Indiana-based FTR said its Trucking Conditions Index declined in September to -2.47 from -1.39 in August as weakness in the principal freight dynamics – freight rates, utilization, and volume – offset lower fuel costs and slightly less unfavorable financing costs.
Those negative numbers are nothing new—the TCI has been positive only twice – in May and June of this year – since April 2022, but the group’s current forecast still envisions consistently positive readings through at least a two-year forecast horizon.
“Aside from a near-term boost mostly related to falling diesel prices, we have not changed our Trucking Conditions Index forecast significantly in the wake of the election,” Avery Vise, FTR’s vice president of trucking, said in a release. “The outlook continues to be more favorable for carriers than what they have experienced for well over two years. Our analysis indicates gradual but steadily rising capacity utilization leading to stronger freight rates in 2025.”
But FTR said its forecast remains unchanged. “Just like everyone else, we’ll be watching closely to see exactly what trade and other economic policies are implemented and over what time frame. Some freight disruptions are likely due to tariffs and other factors, but it is not yet clear that those actions will do more than shift the timing of activity,” Vise said.
The TCI tracks the changes representing five major conditions in the U.S. truck market: freight volumes, freight rates, fleet capacity, fuel prices, and financing costs. Combined into a single index indicating the industry’s overall health, a positive score represents good, optimistic conditions while a negative score shows the inverse.
Specifically, the new global average robot density has reached a record 162 units per 10,000 employees in 2023, which is more than double the mark of 74 units measured seven years ago.
Broken into geographical regions, the European Union has a robot density of 219 units per 10,000 employees, an increase of 5.2%, with Germany, Sweden, Denmark and Slovenia in the global top ten. Next, North America’s robot density is 197 units per 10,000 employees – up 4.2%. And Asia has a robot density of 182 units per 10,000 persons employed in manufacturing - an increase of 7.6%. The economies of Korea, Singapore, mainland China and Japan are among the top ten most automated countries.
Broken into individual countries, the U.S. ranked in 10th place in 2023, with a robot density of 295 units. Higher up on the list, the top five are:
The Republic of Korea, with 1,012 robot units, showing a 5% increase on average each year since 2018 thanks to its strong electronics and automotive industries.
Singapore had 770 robot units, in part because it is a small country with a very low number of employees in the manufacturing industry, so it can reach a high robot density with a relatively small operational stock.
China took third place in 2023, surpassing Germany and Japan with a mark of 470 robot units as the nation has managed to double its robot density within four years.
Germany ranks fourth with 429 robot units for a 5% CAGR since 2018.
Japan is in fifth place with 419 robot units, showing growth of 7% on average each year from 2018 to 2023.
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."