Lalit Panda's still waiting to be impressed. And he's been waiting quite a while: Unlike the Johnny-come-latelies whose interest in RFID dates only to Wal-Mart's June 2003 mandate, Panda's been looking for ways to deploy RFID since the fall of 2002.His research has left him convinced that this is a technology that will revolutionize the industry, slicing cleanly through the knottiest problems of inventory tracking. But Panda's not holding his breath. "While there's no doubt the technology has immense promise and will inevitably succeed," he says,"currently it's like expecting a 1981 IBM PC compatible to perform like a 2.4GHZ 1GB Pentium IV PC."
Harsh words, perhaps, coming from an engineer. But Panda knows what he's talking about. Born in Cuttack, on India's East Coast, he studied technology at the University of Calicut and earned an MBA at the Indian Institute of Management in Ahmedabad before plunging into logistics. Though his first jobs as a logistics manager—first with Scottish textiles company Coates, then for Sony—were both in India, he wasn't destined to remain in his native country forever. The rise in Internet commerce and the ensuing wave of demand for bright, computer-literate people that washed over from America to India swept him up too. In 1998 he found himself studying at the Massachusetts Institute of Technology (MIT) under the inspiring tutelage of Professor Yossi Sheffi, general logistics technology whiz and founder of Logistics.com.
Panda's field may have been logistics engineering, but what really interested him was the way computer technology might transform the day-to-day drudgery of moving goods—the tactical rather than the strategic. And his interest hasn't abated. Today he's immersed in the tactical as vice president of supply chain and information systems for Harman Consumer Group, the Woodbury, N.Y.-based manufacturer of high-end speakers and stereo equipment.
Like supply chain managers everywhere, Panda's always hungry for information about the status of his company's products as they move through the manufacturing and distribution process. And also like supply chain managers everywhere, he's frustrated by his inability to tap into the potential of radio-frequency identification (RFID) technology to satisfy that hunger.
Last December, for example, a vendor from New Hampshire responded to a request for a proposal (RFP) Panda had issued months earlier and swept in to demonstrate his company's product. There was just one problem: "It absolutely did not work in the DC process," remembers Panda.
Suffice it to say that Panda is far from dazzled with what he's seen of RFID. "The technology is not as good as it should be," he says. Though he's currently running a pilot program with AARFID, a Lakeview, N.Y.-based vendor that uses technology from Texas Instruments, and talking to another vendor—Sysgen Data Ltd. of Melville, N.Y.—Panda hasn't yet committed to buying a system. "We can't talk about scaling our investment until we find a technology that works," Panda says with a sigh. "Vendors come in and make promises, and then they can't keep them. There's a gap between expectations and realities."
Delayed gratification
What makes it all the more frustrating for Panda is his vision of just what RFID could mean for his particular business. First, there's the obvious advantage of using datarich chips to keep tabs on Harman's high-value products from the moment of manufacture onward. Then there are the longer-term benefits that accrue from enhanced datagathering capabilities. Although the market life cycle for each component is short (stereo equipment being subject to consumer fads), people who have plunked down nearly $200 for a pair of SoundStick speakers tend to hold onto them for a long time. Keeping an RFID tag "live" after, say, a set of speakers enters the home would give a service engineer or repair facility a useful "living history" of the unit, helping with service repairs—identifying the original supplier of a faulty component so that error patterns could be tracked and rectified, for example.
There's no question a "smart" RFID tag could simplify tracking at the warehouse. "We have a lot of tags on our products right now—the UPC, model code, serial number. On top of that, there are many units in a single carton and they all have to be accounted for before the shipment goes out," says Panda. "It would be good to replace all that with [RFID] scanning." Automatic collection of information from RFID tags on products in the rack would eliminate the need for onerous cycle counts, he notes. "It would also help with product recall. There are multifarious benefits!"
And, as it turns out,multifarious problems. Some of those problems can be traced to the nature of Harman's products: Stereo casings are made of metal and speakers have magnets in them, both of which set RFID tags and readers atwitter with inaccurate information. (Joe Dunlap, supply chain consultant at RFID technology provider Siemens Dematic, attributes the problem to the nature of radio waves. Magnets bend the waves, liquids absorb their energy and metal objects reflect and bend them, in the way your car radio goes haywire when you pass a large metal truck on the highway.) Though the vendor proposed a stopgap solution—sticking the tags on the product's packaging—Panda points out that the data would be lost if the product were returned or sent in for repair without its original box.
Other problems have more to do with the general limitations of the technology. For example, Harman ships small items packed closely together—often 30 or 40 speakers in one carton—and RFID readers simply aren't able to differentiate accurately between all the tag signals when items are bunched together in a small space. "We're more worried about accuracy than price," Panda says, "especially when a pallet is full of multiple products." Siemens' Dunlap cautions, however, that this may be irresolvable. "If you've got 50 stereos on a pallet, it's unrealistic to expect to read them all. You may never be able to do that."
Even if the density problems are resolved, Panda notes, other issues loom, including the lack of a single standard for storing and transmitting the RFID tag information, the data capacity of a chip, read range, programmability, and integration with software that processes the information. Panda complains that it's also been difficult to position the readers, which sprout three- or four-foot antennae, in the warehouse. And tags are still expensive, costing 50 cents to $1 each, where they need to be around 25 cents to 50 cents to be truly viable for Harman.
But life is about compromises, so Panda is considering an interim step. "For now, we'll probably do this at the pallet level," he reports. But even that's not cheap. Panda estimates it will cost $50,000 to $100,000 to test that system to Harman's satisfaction.
High hopes
At this point, some would say RFID stands not for radio frequency identification, but for "really frustrating information dearth." Despite the buzz, the technology has yet to prove its worth tracking each tiny piece of inventory from manufacturing, through distribution and on past the shelf life. Though Panda is frustrated, Dunlap says there are inventive ways around many of the problems. The whole process is about testing and learning, tailoring the system to the specific needs of a particular customer. "We learn this through testing and deciding which tag to apply and where," he says. "It's about finding the least-cost tag that performs the best."
Some have pinned their hopes on the more general supply chain technology providers, who understand both sides of the problem—the logistics and the gadgetry. Canadian supply chain software company The Descartes Systems Group Inc. announced in February it was setting up what it calls the Descartes RFID Pilot Program, "designed to help companies separate RFID hype from reality."Descartes says the program will feature site evaluation and laboratory testing of RFID equipment; implementation of RFID equipment through a slice of the supply chain; live monitoring of RFID-enabled orders, inventory and assets during the field test period; measurement of business process improvements; assessment of RFID infrastructure and tag costs; and rollout recommendations—all guided by Descartes staff.
Of course the more cynical among us might see it as a very good way to sell more supply chain technology. Yet, until this frustratingly attractive technology becomes more widely deployed, potential users like Panda will continue to seek help from wherever they can find it. But as they do, they may want to take their cues from the Forrest Gumpinspired plaque in Panda's office. The message: "Keep your BS detectors in good working order."
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."