Top 10 Supply Chain Threats: Zac Rogers from Colorado State University on the threat of spiraling costs
Supply chain and logistics costs are skyrocketing as demand for transportation and warehousing capacity outstrips supply. Is there any relief in sight?
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Transcript
About this week's guest
Zachary S. Rogers is an assistant professor of operations and supply chain management at Colorado State University. His primary research interests include the financial impact of supply chain sustainability, emerging logistics technologies, supply chain cyber security and various other emerging purchasing and logistics issues. He is also a researcher and co-author of the monthly Logistics Managers’ Index (LMI) report. Rogers’ work has appeared in multiple academic journals, corporate white papers, trade publications, and conference proceedings. He is also a frequent speaker at both academic and practitioner-oriented conferences. Rogers earned his B.S. and M.B.A. degrees at the University of Nevada, Reno and his PhD in supply chain management from Arizona State University. Prior to returning to academia, Rogers worked as a purchasing agent for a large hotel-resort and as an operations manager for Quidsi, a subsidiary of Amazon.
David Maloney, Editorial Director, CSCMP’s Supply Chain Quarterly00:02
The Covid-19 pandemic showed us just how vulnerable supply chains are. Today we face many threats: shipping delays, a lack of workers, failing infrastructure, transportation rates that are out of control, cybersecurity threats. and of course, a worldwide pandemic that is still very much with us. But with each of these threats come opportunities. Welcome to this limited podcast series from CSCMP’s Supply Chain Quarterly, the Top 10 Supply Chain Threats.
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Today we focus on the threat posed by increasing costs. Here is your moderator for this segment, Supply Chain Quarterly's executive editor, Susan Lacefield.
Susan Lacefield, Executive Editor, Supply Chain Quarterly01:45
Welcome to the latest episode of Supply Chain Quarterly's podcast on the top 10 threats facing supply chains. Today, we are looking at the risks and challenges associated with rising costs, and to help us unpeel that onion is Zac Rogers, who is an assistant professor at Colorado State University. Zac has a really good read on the costs facing the logistics industry through his work with the monthly Logistics Managers' Index, also known as the LMI. Zac, for those of our listeners who are not familiar with the LMI, can you give us the brief elevator speech of what it is?
Zac Rogers, Assistant Professor of Supply Chain Management, Colorado State University 02:18
Absolutely. So, the LMI is something we started five years ago—this is actually our fifth-year anniversary—we started at CSCMP, yeah, so we're all very excited. And so essentially, the LMI is a change index, where we go and we talk to a few hundred managers every month—usually director level and above, so have a 20,000-foot-view of of the supply chain—and ask them about eight key metrics. We ask them about inventory levels and costs, and then for both warehousing and transportation, we ask them about cost, utilization, and capacity. And I always say is it going up, is it going down, or is it staying the same? And we use those answers, monthly, to create a diffusion index, wherein anything above 50 means growth. anything below 50 means contraction. It's very similar to to the PMI.
Susan Lacefield, Executive Editor, Supply Chain Quarterly03:04
Right.
Zac Rogers, Assistant Professor of Supply Chain Management, Colorado State University 03:04
And actually, the reason we established the LMI is because really, you know, the PMI when they started that in the '60s, it was, it made sense to—let's look at manufacturing, and inventories and things like that, to measure the economy. Well, when we started this in 2016, we thought, we need to look at transportation and service levels, because the economy has really fundamentally shifted. Plus, we really capture both the upstream and downstream parts of the supply chain, so not just the manufacturing industrial side, but consumers as well. So we've been doing it for five years, and it gives us a pretty good read on the direction that the economy is going, because if you think about it, before you can buy something, we had to drive it there, we had to store it somewhere, we had to hold it in inventory. So it's a pretty good economic indicator.
Susan Lacefield, Executive Editor, Supply Chain Quarterly03:48
So what are the responses to the survey indicating. You know, costs are already high. Are they gonna rise even more?
Zac Rogers, Assistant Professor of Supply Chain Management, Colorado State University 03:56
It seems that way, you know. So, if you look at the overall index, in the most recent report that came out, it was a 73.8.
Susan Lacefield, Executive Editor, Supply Chain Quarterly04:04
Okay.
Zac Rogers, Assistant Professor of Supply Chain Management, Colorado State University 04:05
And if you put the last three months together—so basically summer, June, July, August—the overall average is 74.4, which is the highest three-month moving average that we've ever had in the five months. So, if people listening to this thought, "Man, my supply chain seemed really expensive this summer"—it was! It wasn't just you. And a lot of that is driven by costs. For instance, warehousing prices were at an 88 in August. Now, the scale only goes up to 100, so 88's pretty high.
Susan Lacefield, Executive Editor, Supply Chain Quarterly04:34
Right.
Zac Rogers, Assistant Professor of Supply Chain Management, Colorado State University 04:34
It was also that high in July. And it's the highest level we've ever had. July and August, back-to-back months, we had consecutive highest readings ever for warehousing. Now that's really interesting because warehousing typically is not that volatile, especially if you compare it to something like transportation. Transportation is up, it's down, it's all over the place. We're used to big swings. Warehousing prices, if you go back and look at the last couple of years, it's really been in like a 10- to 15-point band the whole time. It doesn't get too low, doesn't get too high. Well, what's happened is, we've had a capacity crunch now for so long. Warehousing capacity has been in a state of contraction for now 12 consecutive months.
Susan Lacefield, Executive Editor, Supply Chain Quarterly05:13
Wow.
Zac Rogers, Assistant Professor of Supply Chain Management, Colorado State University 05:13
And really, there's only one month of the whole pandemic—of the 18 months of the pandemic, it contracted for 17 months. And it was at a 50.5 in August of 2020. So, just like just barely—someone built five warehouses outside of Atlanta, and it just barely went up.
Susan Lacefield, Executive Editor, Supply Chain Quarterly05:30
Right.
Zac Rogers, Assistant Professor of Supply Chain Management, Colorado State University 05:30
But it's been negative since then, and so what's interesting is, we're starting to see warehousing prices move quickly in a way we'd normally see transportation prices move. And part of the reason for that is really, it's just exhaustion in warehouse networks.
Susan Lacefield, Executive Editor, Supply Chain Quarterly05:45
Okay.
Zac Rogers, Assistant Professor of Supply Chain Management, Colorado State University 05:46
So, it's been contracting and contracting and contracting for a year, and really a year and a half, and we're starting to see the marginal, increase costs of less capacity go up and up. So essentially, for every bit of capacity that we don't have, it's becoming more and more expensive. You know, I kind of compare it to, a supply chain right now is, you know, when you're in college—I'm around college students all the time, I teach them—you know, I can tell, you know, sometimes they're up all night, right? Because studying for one test. And you can stay up all night one night in a row and probably be mostly fine. I mean, I can tell they don't look totally right, but I can tell they're mostly fine. But if you do that for a week, you're not going to be fine.
Susan Lacefield, Executive Editor, Supply Chain Quarterly06:30
No, you get psychotic.
Zac Rogers, Assistant Professor of Supply Chain Management, Colorado State University 06:30
And that's essentially what's happening with supply chains right now.
Susan Lacefield, Executive Editor, Supply Chain Quarterly06:33
We have pyschotic supply chains.
Zac Rogers, Assistant Professor of Supply Chain Management, Colorado State University 06:34
Yeah, we—it's like we've been up all year, essentially, and we're really starting to get tired, and you're seeing that stress on capacity really reflected in prices.
Susan Lacefield, Executive Editor, Supply Chain Quarterly06:46
Okay, so what can supply chain managers do to mitigate these costs? Is there anything they can do, or are they just got to ride it out?
Zac Rogers, Assistant Professor of Supply Chain Management, Colorado State University 06:53
Well, what do you think about having Christmas in February? Do you think? Skip the lines? No, I think that, really, it's got to be strategies where you play to your strengths, and you know, there's no way to avoid some things, right? Like, okay, we know, the cost of a container right now is $20,000, going from China to the West Coast, which, you know, is about 40% of the value of the goods in the container, where normally it should be 4%, so there's a problem. We know that things are slower. And essentially, we see firms kind of shifting between a couple of different strategies.
Susan Lacefield, Executive Editor, Supply Chain Quarterly07:33
Okay,
Zac Rogers, Assistant Professor of Supply Chain Management, Colorado State University 07:33
If you look at someone like a Best Buy, Best Buy decided, Well, we're just going to stock up like crazy and carry way more inventory than normal, so that hopefully, we don't miss many orders and we can really fill demand in Q4. You saw Toyota do the same thing. You know, Toyota actually outsold GM in Q2 for the first time ever in the U.S., because they stocked up on—
Susan Lacefield, Executive Editor, Supply Chain Quarterly07:55
[Indistinct]
Zac Rogers, Assistant Professor of Supply Chain Management, Colorado State University 07:55
Yes, exactly. The most JIT [just-in-time ] company on the planet decided, Let's not do JIT.
Susan Lacefield, Executive Editor, Supply Chain Quarterly08:00
Right, that says something.
Zac Rogers, Assistant Professor of Supply Chain Management, Colorado State University 08:01
Yeah, it really does. They're always one step ahead of us, those guys at Toyota. And so, some companies have sort of done that, where, "Okay, we'll build up and build up and build up." Other companies have tried the cost-cutting methods. It doesn't seem like that has worked as well, though. Now, is building up inventories, you know, forever sustainable? Probably not. You know, we eventually, you know, we've gone from just-in-time to just-in-case. I think probably we'll settle somewhere in the middle, right?
Susan Lacefield, Executive Editor, Supply Chain Quarterly08:31
Right.
Zac Rogers, Assistant Professor of Supply Chain Management, Colorado State University 08:32
Right now, we're sort of at the other extreme, the other end of the spectrum, where people are ordering more than they need, because they know, "Okay, well, it's going to be 60 days for it to get over here, it's going to wait for nine days off the, in the San Pedro Bay...
Susan Lacefield, Executive Editor, Supply Chain Quarterly08:45
Right.
Zac Rogers, Assistant Professor of Supply Chain Management, Colorado State University 08:46
"I'm just gonna place a double order, because who knows when my next order is going to come in?" Eventually, that will, that will slow back down. And really, what we're seeing now is companies experimenting, and really trying to calibrate their strategies for this sort of new reality. You know, we went into the pandemic with really [these] sort of pre-Covid ideas about how things work—about how quickly a ship could get here from China, about the cost of the container, about how quickly a rail car could get across the country and not be stuck in Chicago...
Susan Lacefield, Executive Editor, Supply Chain Quarterly09:14
Right.
Zac Rogers, Assistant Professor of Supply Chain Management, Colorado State University 09:15
all of these sort of ideas, and so we build our supply chains in these assumptions, and now those assumptions have changed. And so we are, right now, dealing with the post-Covid world with pre-Covid supply chains, and eventually we'll get to the post-Covid supply chain and be calibrated in a way where we can deal with the new realities.
Susan Lacefield, Executive Editor, Supply Chain Quarterly09:35
Great. This has been a fascinating discussion, Zac. I really appreciate you coming down and talking to us at CSCMP Edge about what's going on in the...
Zac Rogers, Assistant Professor of Supply Chain Management, Colorado State University 09:43
Well, I mean, you guys are strategically located right next to lunch. This is great.
Susan Lacefield, Executive Editor, Supply Chain Quarterly09:47
Right. Well go enjoy your lunch, and for our listeners out there, go and subscribe to the podcast.
Zac Rogers, Assistant Professor of Supply Chain Management, Colorado State University 09:53
Absolutely. Thank you very much. And again, the-dash-L-M-I-dot-com.
Susan Lacefield, Executive Editor, Supply Chain Quarterly09:58
Okay.
Zac Rogers, Assistant Professor of Supply Chain Management, Colorado State University 09:58
All of our reports [are] at the-dash-L-M-I-dot-com, including the old ones that I kind of don't want anybody to look at.
Susan Lacefield, Executive Editor, Supply Chain Quarterly10:04
Right? It's a good it's a good case, a good look at what's changed.
Zac Rogers, Assistant Professor of Supply Chain Management, Colorado State University 10:08
Absolutely, yeah. Thank you.
Susan Lacefield, Executive Editor, Supply Chain Quarterly10:10
Thank you.
David Maloney, Editorial Director, CSCMP’s Supply Chain Quarterly10:12
Thank you for joining us for this podcast from CSCMP’s Supply Chain Quarterly, the Top 10 Supply Chain Threats. We encourage you to subscribe wherever you get your podcasts.
The launch is based on “Amazon Nova,” the company’s new generation of foundation models, the company said in a blog post. Data scientists use foundation models (FMs) to develop machine learning (ML) platforms more quickly than starting from scratch, allowing them to create artificial intelligence applications capable of performing a wide variety of general tasks, since they were trained on a broad spectrum of generalized data, Amazon says.
The new models are integrated with Amazon Bedrock, a managed service that makes FMs from AI companies and Amazon available for use through a single API. Using Amazon Bedrock, customers can experiment with and evaluate Amazon Nova models, as well as other FMs, to determine the best model for an application.
Calling the launch “the next step in our AI journey,” the company says Amazon Nova has the ability to process text, image, and video as prompts, so customers can use Amazon Nova-powered generative AI applications to understand videos, charts, and documents, or to generate videos and other multimedia content.
“Inside Amazon, we have about 1,000 Gen AI applications in motion, and we’ve had a bird’s-eye view of what application builders are still grappling with,” Rohit Prasad, SVP of Amazon Artificial General Intelligence, said in a release. “Our new Amazon Nova models are intended to help with these challenges for internal and external builders, and provide compelling intelligence and content generation while also delivering meaningful progress on latency, cost-effectiveness, customization, information grounding, and agentic capabilities.”
The new Amazon Nova models available in Amazon Bedrock include:
Amazon Nova Micro, a text-only model that delivers the lowest latency responses at very low cost.
Amazon Nova Lite, a very low-cost multimodal model that is lightning fast for processing image, video, and text inputs.
Amazon Nova Pro, a highly capable multimodal model with the best combination of accuracy, speed, and cost for a wide range of tasks.
Amazon Nova Premier, the most capable of Amazon’s multimodal models for complex reasoning tasks and for use as the best teacher for distilling custom models
Amazon Nova Canvas, a state-of-the-art image generation model.
Amazon Nova Reel, a state-of-the-art video generation model that can transform a single image input into a brief video with the prompt: dolly forward.
Economic activity in the logistics industry expanded in November, continuing a steady growth pattern that began earlier this year and signaling a return to seasonality after several years of fluctuating conditions, according to the latest Logistics Managers’ Index report (LMI), released today.
The November LMI registered 58.4, down slightly from October’s reading of 58.9, which was the highest level in two years. The LMI is a monthly gauge of business conditions across warehousing and logistics markets; a reading above 50 indicates growth and a reading below 50 indicates contraction.
“The overall index has been very consistent in the past three months, with readings of 58.6, 58.9, and 58.4,” LMI analyst Zac Rogers, associate professor of supply chain management at Colorado State University, wrote in the November LMI report. “This plateau is slightly higher than a similar plateau of consistency earlier in the year when May to August saw four readings between 55.3 and 56.4. Seasonally speaking, it is consistent that this later year run of readings would be the highest all year.”
Separately, Rogers said the end-of-year growth reflects the return to a healthy holiday peak, which started when inventory levels expanded in late summer and early fall as retailers began stocking up to meet consumer demand. Pandemic-driven shifts in consumer buying behavior, inflation, and economic uncertainty contributed to volatile peak season conditions over the past four years, with the LMI swinging from record-high growth in late 2020 and 2021 to slower growth in 2022 and contraction in 2023.
“The LMI contracted at this time a year ago, so basically [there was] no peak season,” Rogers said, citing inflation as a drag on demand. “To have a normal November … [really] for the first time in five years, justifies what we’ve seen all these companies doing—building up inventory in a sustainable, seasonal way.
“Based on what we’re seeing, a lot of supply chains called it right and were ready for healthy holiday season, so far.”
The LMI has remained in the mid to high 50s range since January—with the exception of April, when the index dipped to 52.9—signaling strong and consistent demand for warehousing and transportation services.
The LMI is a monthly survey of logistics managers from across the country. It tracks industry growth overall and across eight areas: inventory levels and costs; warehousing capacity, utilization, and prices; and transportation capacity, utilization, and prices. The report is released monthly by researchers from Arizona State University, Colorado State University, Rochester Institute of Technology, Rutgers University, and the University of Nevada, Reno, in conjunction with the Council of Supply Chain Management Professionals (CSCMP).
Specifically, 48% of respondents identified rising tariffs and trade barriers as their top concern, followed by supply chain disruptions at 45% and geopolitical instability at 41%. Moreover, tariffs and trade barriers ranked as the priority issue regardless of company size, as respondents at companies with less than 250 employees, 251-500, 501-1,000, 1,001-50,000 and 50,000+ employees all cited it as the most significant issue they are currently facing.
“Evolving tariffs and trade policies are one of a number of complex issues requiring organizations to build more resilience into their supply chains through compliance, technology and strategic planning,” Jackson Wood, Director, Industry Strategy at Descartes, said in a release. “With the potential for the incoming U.S. administration to impose new and additional tariffs on a wide variety of goods and countries of origin, U.S. importers may need to significantly re-engineer their sourcing strategies to mitigate potentially higher costs.”
Grocers and retailers are struggling to get their systems back online just before the winter holiday peak, following a software hack that hit the supply chain software provider Blue Yonder this week.
The ransomware attack is snarling inventory distribution patterns because of its impact on systems such as the employee scheduling system for coffee stalwart Starbucks, according to a published report. Scottsdale, Arizona-based Blue Yonder provides a wide range of supply chain software, including warehouse management system (WMS), transportation management system (TMS), order management and commerce, network and control tower, returns management, and others.
Blue Yonder today acknowledged the disruptions, saying they were the result of a ransomware incident affecting its managed services hosted environment. The company has established a dedicated cybersecurity incident update webpage to communicate its recovery progress, but it had not been updated for nearly two days as of Tuesday afternoon. “Since learning of the incident, the Blue Yonder team has been working diligently together with external cybersecurity firms to make progress in their recovery process. We have implemented several defensive and forensic protocols,” a Blue Yonder spokesperson said in an email.
The timing of the attack suggests that hackers may have targeted Blue Yonder in a calculated attack based on the upcoming Thanksgiving break, since many U.S. organizations downsize their security staffing on holidays and weekends, according to a statement from Dan Lattimer, VP of Semperis, a New Jersey-based computer and network security firm.
“While details on the specifics of the Blue Yonder attack are scant, it is yet another reminder how damaging supply chain disruptions become when suppliers are taken offline. Kudos to Blue Yonder for dealing with this cyberattack head on but we still don’t know how far reaching the business disruptions will be in the UK, U.S. and other countries,” Lattimer said. “Now is time for organizations to fight back against threat actors. Deciding whether or not to pay a ransom is a personal decision that each company has to make, but paying emboldens threat actors and throws more fuel onto an already burning inferno. Simply, it doesn’t pay-to-pay,” he said.
The incident closely followed an unrelated cybersecurity issue at the grocery giant Ahold Delhaize, which has been recovering from impacts to the Stop & Shop chain that it across the U.S. Northeast region. In a statement apologizing to customers for the inconvenience of the cybersecurity issue, Netherlands-based Ahold Delhaize said its top priority is the security of its customers, associates and partners, and that the company’s internal IT security staff was working with external cybersecurity experts and law enforcement to speed recovery. “Our teams are taking steps to assess and mitigate the issue. This includes taking some systems offline to help protect them. This issue and subsequent mitigating actions have affected certain Ahold Delhaize USA brands and services including a number of pharmacies and certain e-commerce operations,” the company said.
Editor's note:This article was revised on November 27 to indicate that the cybersecurity issue at Ahold Delhaize was unrelated to the Blue Yonder hack.
The new funding brings Amazon's total investment in Anthropic to $8 billion, while maintaining the e-commerce giant’s position as a minority investor, according to Anthropic. The partnership was launched in 2023, when Amazon invested its first $4 billion round in the firm.
Anthropic’s “Claude” family of AI assistant models is available on AWS’s Amazon Bedrock, which is a cloud-based managed service that lets companies build specialized generative AI applications by choosing from an array of foundation models (FMs) developed by AI providers like AI21 Labs, Anthropic, Cohere, Meta, Mistral AI, Stability AI, and Amazon itself.
According to Amazon, tens of thousands of customers, from startups to enterprises and government institutions, are currently running their generative AI workloads using Anthropic’s models in the AWS cloud. Those GenAI tools are powering tasks such as customer service chatbots, coding assistants, translation applications, drug discovery, engineering design, and complex business processes.
"The response from AWS customers who are developing generative AI applications powered by Anthropic in Amazon Bedrock has been remarkable," Matt Garman, AWS CEO, said in a release. "By continuing to deploy Anthropic models in Amazon Bedrock and collaborating with Anthropic on the development of our custom Trainium chips, we’ll keep pushing the boundaries of what customers can achieve with generative AI technologies. We’ve been impressed by Anthropic’s pace of innovation and commitment to responsible development of generative AI, and look forward to deepening our collaboration."