What IT Leaders Must Manage After the Rollout
In this episode of the TechEDGE Podcast, Abby White and Theresa Houck discuss five of the month’s most-read stories and what they reveal about enterprise IT right now. The conversation looks beyond implementation to the operational consequences of technology decisions, including workforce trust, security exposure, sustainability and third-party risk.
The episode covers Unilever’s digital manufacturing strategy, Cloudflare’s AI-driven layoff backlash, the hidden risks of shadow data, the growing role of CTOs in emissions strategy and the expanding challenge of supply chain security.
Together, the stories show that IT leaders are no longer just being asked to modernize systems. They are being asked to manage everything those systems affect.
What You’ll Learn:
- How digital manufacturing is changing supply chain operations
- Why AI-driven workforce decisions can create business risk
- Where shadow data creates hidden security exposure
- Why carbon emissions are becoming part of the CTO role
- How supply chain security is widening enterprise cyber risk
Episode Resources:
Unilever’s Digital Manufacturing System: A Model for Future-Ready Supply Chains
Join the Club: Cloudflare Stock Plummets 23% on AI-Driven Layoff News
What’s Lurking in the Shadows of Your Systems? The Threats You Can’t See.
Carbon Emissions are the CTO’s Problem Now: What Should You Do?
As If You Don’t Have Enough To Do — Now You Have to Secure Your Supply Chain?
Prefer to read? Here's an excerpt of the podcast transcript*
Abby White: Welcome to the TechEDGE Podcast, where we bring you smart business IT insights for better business outcomes. In each episode, we break down the trends, challenges, and ideas shaping enterprise technology right now, with practical, evidence-led analysis for IT leaders.
Powered by Endeavor B2B and North America's largest B2B newsroom, TechEDGE is your source for sharper thinking on strategy, security, infrastructure, AI, and innovation. Subscribe wherever you get your podcasts, and sign up for the TechEDGE weekly newsletter for more insights, analysis, and real-world guidance for technology decision-makers.
Hi, I'm Abby White, and I'm Vice President of Endeavor B2B's Content Studio.
Theresa Houck: And I'm Theresa Houck, Senior Editor with TechEDGE.
Abby White: What's interesting, Theresa, about this month is that, you know, we're not really talking about shiny new tools. Sometimes that happens a lot in the tech space.
But what we're really talking about now, and what our readers wanted to learn about, was what happens after the rollout. You know, when digital transformation meets real operations, when AI continues to change the workforce equation ... and what risks show up in places that leaders might not be watching closely enough.
So, you know, it almost feels like we're seeing a shift here, where enterprise IT leaders are not just being asked to modernize the systems, but they're really being asked to understand the downstream consequences of those systems on operations, on workforce, confidence. Resilience, sustainability, and risk.
So, our first story here is actually from our contributor, Sheila Kennedy, and it's called Unilever's Digital Manufacturing System, a Model for Future Ready Supply Chains. ... In this article, Sheila really tackled what happens when it moves past that theory and more into the large-scale operational execution. So, you know, what was your thought on this, Theresa? Why did you like this article?
Theresa Houck: I agree, and you were just talking about a shift. It's not surprising this was a popular article, because it looks like... it looks at how digital supply chains are evolving or shifting from linear models into more connected, autonomous systems, and it uses Unilever's Lighthouse sites as a case study in responsiveness, visibility, and risk management.
And it shows how infrastructure and manufacturing modernization can translate into measurable business value, and that's an interesting case study to see something in action, especially by a successful company like Unilever.
By the way, when we talk about lighthouse sites, if you haven't heard of that, it refers to manufacturers designated by the World Economic Forum as global lighthouse sites, because the company demonstrates leadership in applying Industry 4.0 technologies at scale to drive significant operational, sustainability, and financial improvements, and I believe Unilever has over 100 sites designated as that.
Abby White: So, for these lighthouse sites, you know, it looks like these approaches that Unilever integrated, they've really delivered tangible results... everybody's looking for these real-world examples of what transformation looks like. We're tired of hearing the theoretical, we're tired of all the innovation theater. We want to see companies that have actually accomplished something and are reaping the benefits from it, right?
Theresa Houck: Right. And, the digital supply chains are best suited for consumer commerce companies, which, of course, Unilever is... and I like how this story shows how interconnected digital networks use technologies like AI... and the Internet of Things, robotics, digital twins, and the blockchain to make profound change in productivity, delivery times, and real-time information that comes in so they can make quick decisions. And they're automating and optimizing every stage of the supply chain while learning and adapting to real-time conditions so they can change and adapt and keep operating at prime level.
Abby White: ...obviously we're covering a lot on TechEDGE about how AI is changing not only the way we do our jobs, but what our workforce looks like. ... this month we saw really kind of a real-time example of how that might be shaking out in the tech industry. So this next story... it's called, Join the Club. Cloudflare stock plummets 23% on AI-driven layoff news. That is a gloom and doom title there, Theresa. Walk us through this one.
Theresa Houck: Well, the article talks not only about their stock plummeting when they, had their earnings call because they announced major layoffs, but also, because the investors hesitate when there are massive layoffs, and especially when there is... when a company... because the company announced that they were converting processes over to mainly AI, and that's why they're having the layoffs.
So, you know, Cloudflare is a behemoth of cloud connectivity providers, and it processes about 20% of the world's web traffic... So, when CEO Matthew Prince confirmed the company's shift to Agenic AI and announced a 20% workforce cut, which is about 1,100 people... their actions really reflect what's going on in the industry, because layoffs are being announced by major tech companies because they're using AI for work they don't need humans for...
The club is growing every day, and... you know, you can read all... Google and find all kinds of articles about how AI is shifting, what the workforce is going to look like. A lot of them say by 2030, and I don't know if people realize that's just three and a half years away. That's not... that's like tomorrow.
So, this article isn't as much about their stock dropping as it is it reflecting what's happening in the industry. In fact, I looked at their stock today, and it has rebounded since they announced this a couple weeks ago, and they're at an all-time high in the last year.
Abby White: I loved how this was just a really interesting snapshot, because I think when you look in the news across all industries, and really in the tech industry, is that there's a real intersection of, you know, that AI strategy, the impact of companies that are now really executing on those AI strategies, kind of where that ties into labor anxiety, and as you noted, the market reaction, and what that does to the stock market.
So, this also... now we're going to talk about a little bit of a different kind of AI-era problem. ... there are a lot of risks that also are sitting quietly in your environment. And so, Theresa. Another great article from you this month, what's lurking in the shadows of your systems? The threats you can't see. So, what are the threats we can't see, and why can't we eradicate them?
Theresa Houck: Yeah, well, it is scary to know there's... shadow data that you can't see, and there's really nothing you can do about it, but the good news is, if you read the article, is there's something you can do about it to mitigate it.
But, shadow data is... it's in places you can't see, like spreadsheets, local copies of databases, emails, presentations, personal devices, of course, unsanctioned collaboration tools, and more. This is a huge... And it gets there on purpose, and by accident, and just by people doing their job.
And that's why this was one of our more popular articles, because it illuminated a frightening level of security risk that shadow data poses. So, this is something, if you read the article, you'll find out there are steps you can take to mitigate this, and also, by collaborating with other business units or departments at the company, you can minimize them even being created.
Abby White: Okay, so we can't eradicate shadow data, but we can do something about it. That makes me feel a little bit better.
Theresa Houck: That's still possible, but the article explains that if you coordinate with the other business units and help them manage and monitor the tools they're using, the software, the technology. better... that the amount of shadow data will decrease significantly, which then will decrease the risk. And so that's what's important, that's a key step in mitigating the risk, is coordinating with other departments and training workers what not to do.
Abby White: ...visibility is also at the center of our next story, but this time the question is not just about what your systems are doing, it's what they're costing the environment. So, Theresa, another great article from you called, Carbon Emissions Are the CTO's Problem Now, what should you do? So... what should they do? In a nutshell.
Theresa Houck: Thanks, Abby. As you said, many organizations' carbon reduction is still treated like a reporting function, like for compliance, where sustainability teams gather data, and finance teams prepare the disclosures, and IT provides the figures. But now, CTOs, because they're increasingly responsible for understanding the environmental impact of their work.
They need to coordinate with all the departments, and they need to understand that their cloud growth, their AI workloads, and their software design, and even their hardware refresh cycles are creating carbon emissions. So, the article provides guidance on this, on how to build carbon measurement across 5 key layers, which include infrastructure, energy, application, device and hardware, and supply chain.
Abby White: Carbon is no longer a side conversation for tech leaders. It's really becoming part of operational and strategic decision-making, and even we're seeing it find its way into KPIs, you know, information that's reported to your board.
Theresa Houck: Yeah, and it's part of a business strategy now. It's not just something you keep track of in records.
Abby White: There is still another thing that IT leaders have to be accountable for, and so this is aptly titled, again, by you, Theresa, as if you don't have enough to do, now you have to secure your supply chain. So... tell us a little bit more about securing the supply chain and what that actually means.
Theresa Houck: Well, it's a domino effect, and I titled it, like. as if you don't have enough to do, because I feel for IT leaders of all kinds, because of everything they're responsible for. And... you know, CTOs, CISOs, CIOs, they inherit cyber risk from every vendor, every software vendor, and every partner, and their supply chains. Because one upstream weakness can affect you and many other connected downstream organizations. It's like a domino effect.
So that makes the supply chain one of the most important attack services. And so this article provides practical guidelines on what to do.
Abby White: Do you feel that ... are you seeing any reports on, you know, IT leaders? Are they getting frustrated? It just seems like their job keeps growing and growing, and just the risk keeps growing.
Theresa Houck: I don't see reports like that, but how can they not be frustrated? ... they have to be, because how... how can you not? That's... they're responsible for security, the environment. Safety. performance, business outcomes, all kinds of stuff that... choosing the right technology, choosing the right suppliers, MSPs, there's a lot that goes into being a leader, and I just have a lot of admiration for those roles.
Abby White: ...if you're out there, and you're listening to this, and you're reading these articles, and you are feeling fatigued or frustrated, you know, we'd love to talk to you. It can be on background, it can be anonymously, if you just want to chat a little bit about the challenges that you're, you know, that you're encountering, because I guarantee you that you're not alone.
We are seeing a lot of this across the board... we're here to cover the issues that you feel are important and help you do your jobs better... I think if there's a takeaway from this month, it's that if you're an IT leader, you now have to manage a much larger web of consequences.
Theresa Houck: Right, and that's why we have TechEDGE, to thank them and to help them.
Abby White: That's right, that's right. So, Theresa, thank you for joining me today. Always great talking with you.
Theresa Houck: You too, I look forward to the next time.
Abby White: Likewise, and for all of you out there, thank you for listening.
*Transcript lightly edited for clarity and brevity
About the Author

Abby White
Vice President, Content Studio
As Vice President of EndeavorB2B’s Content Studio, Abby leads client-driven custom content programs across 90+ brands and the content strategy for topic and role-based newsletters serving executive audiences. An award-winning journalist with a marketer’s mindset, Abby brings 25 years of experience leading editorial, communications, marketing, and audience-building efforts across industries.
Abby launched her first magazine, Abby’s Top 40, in 1988 and made everyone in her family read it. While attending the University of Illinois, she paid her rent as a professional notetaker, which might explain why she still gets asked to take notes in meetings. Since then, she has held editorial leadership roles at an alt weekly, a newspaper, a luxury lifestyle magazine, a business journal, a music magazine, and regional women’s magazines, developing a sharp writing edge and a conversational tone that resonates with professional audiences.
She expanded into marketing while leading communications for an entertainment industry nonprofit and later drove rebranding and audience-building efforts for an NPR music station. At EndeavorB2B, she has been instrumental in driving editorial excellence, developing scalable content strategies across multiple verticals, and building the foundation for EDGE, the company’s portfolio of executive newsletters.
And if you’re a writer interested in contributing to TechEDGE, she’s the person you need to (politely) bug.

Theresa Houck
Contributor
Theresa Houck is an award-winning B2B journalist with more than 35 years of experience covering industrial markets, strategy, policy, and economic trends. As Senior Editor at EndeavorB2B, she writes about IT, OT, AI, manufacturing, industrial automation, cybersecurity, energy, data centers, healthcare, and more. In her previous role, she served for 20 years as Executive Editor of The Journal From Rockwell Automation magazine, leading editorial strategy, content development, and multimedia production including videos, webinars, eBooks, newsletters, and the award-winning podcast “Automation Chat.” She also collaborated with teams on social media strategy, sales initiatives, and new product development.
Before joining EndeavorB2B, she was an Industry Analyst at Wolters Kluwer in its human resources book publishing operation. Before that, she spent 14 years with the Fabricators & Manufacturers Association, Intl., serving as Executive Editor of four magazines in the sheet metal forming and fabricating sector, where she managed and executed editorial strategy, budgets, marketing, book publishing, and circulation operations, and negotiated vendor contracts.
Houck holds a Master of Arts in Communications from the University of Illinois Springfield and a Bachelor of Arts in English from Western Illinois University.
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