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Tag: cyber

  • The haunting consequences of ignoring tech debt in an agentic AI world | Fortune

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    This Halloween, while ghosts and zombies are knocking on doors across the world asking for candy and treats, a very real monster is knocking on the doors of organizations of all sizes: tech debt. And this monster can be a scary one. 

    According to some estimates, tech debt, or the costs incurred when having to constantly fix aging or clunky software systems, has ballooned to more than $1.52 trillion in the U.S. alone. With technology like agentic AI being heavily embedded on top of companies’ aging technology systems and operations, this rising cost of tech debt makes sense.

    Many organizations are quickly implementing new technologies without addressing underlying systems first. These haphazard tech foundations are starting to pile up and tip over, causing huge financial costs, heightened vulnerability, and long-term consequences and business issues. 

    It’s time to shine a light on tech debt, the monster lurking in the shadows of many organizations’ digital landscapes, and discuss how we can tame it.

    Gen AI – a double-edged sword

    It’s no secret that gen AI is changing the technological landscape, requiring companies to move faster at adopting and implementing technology that impacts huge portions of their businesses. 

    According to Accenture’s 2025 Pulse of Change report, 27% of organizations are already investing in AI agents across multiple parts of their enterprises, signifying the real value AI is creating. Within just the cybersecurity space, AI is helping companies accelerate code remediation, cut down on defect backlogs faster and improve business resiliency. 

    While its benefits are clearly immense, what happens when gen AI grows too quickly on top of an already complex tech foundation? 

    If not handled properly, AI can contribute to tech debt in major ways. The rapid evolution of gen AI models is leading to new layers of complexity and issues, especially if these models are integrated into sub-optimally designed systems. This ad hoc ecosystem of technology is creating a vicious cycle where the very technology meant to solve problems ends up creating more.

    The cybersecurity ramifications alone are enough to bring concern. Tech debt can increase security vulnerabilities by causing systems to perform poorly or even break entirely. This breakage can create new vectors and opportunities for hackers, who are already regrouping for more high-profile attacks, to exploit.   

    The good news is that there are several steps organizations can take to both mitigate the complexity AI is introducing and effectively tackle tech debt. 

    Three actions to curb tech debt

    So long as technology is improving and evolving, tech debt will always be an issue. But the gravity of its impact on a business can be managed. Here are three steps to manage tech debt

    First, categorize tech debt into principal, interest, liabilities and opportunity cost. This will help your organization prioritize remediation efforts and focus on principal costs that directly impact current operations. Second, create a tech debt inventory and a prioritization model to trace debt to its source. For example, you could use the PAID model, which helps IT leaders prioritize and sequence tech debt remediation efforts based on business value and urgency. Third, use metrics like tech debt density to measure the issue. 

    By focusing on the principal cost of tech debt and addressing the most critical areas first, organizations can effectively manage their tech debt and drive business growth.

    Don’t wait for the monster to come knocking

    Successful organizations treat tech debt like financial debt, managing it proactively with a strong digital core, agility and a culture of continuous improvement. However, if left unmanaged, the complex patchwork of technology and software comprising the digital foundation of many companies’ risks failing, leading to real and significant impacts. 

    Take a moment and think about how you can navigate constant technological change. It’s a lot to juggle, but by being intentional with how you stay strategic through these changes, you can address tech debt head-on and use technology like AI to your business advantage.

    The opinions expressed in Fortune.com commentary pieces are solely the views of their authors and do not necessarily reflect the opinions and beliefs of Fortune.

    Fortune Brainstorm AI returns to San Francisco Dec. 8–9 to convene the smartest people we know—technologists, entrepreneurs, Fortune Global 500 executives, investors, policymakers, and the brilliant minds in between—to explore and interrogate the most pressing questions about AI at another pivotal moment. Register here.

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    Daniel Kendzior

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  • KPMG chief on CEOs’ uncertainty on tariffs, the emerging AI ‘hourglass’ org shape and the thing ‘that honestly keeps me up at night’ | Fortune

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    KPMG’s CEO Outlook survey offers an annual look behind the curtain at the issues keeping the top business leaders up at night. Every year, hundreds of leaders answer the call from the Big 4 accounting firm to speak frankly and anonymously about key issues that need to solved, and 400 participated in the 2025 edition. CEOs have a message for America: they just aren’t sure of, well, anything.

    Business leaders told KPMG—and its recently anointed chair and CEO, Timothy Walsh—that they’re wrestling with uncertainty across several different areas of their work. This is well documented and is to be expected, Walsh told Fortune in an interview. “There’s this general, as you would expect, general conversation around business uncertainty,” Walsh said, adding that he was encouraged at least to see the “alignment” in terms of topics coming up in C-suite conversations.

    Peeling back the survey data, Walsh revealed that an unsurprisingly sizable majority (89%) say tariffs will “significantly impact” their business’ performance and operations over the coming three years. And nearly as many, 86%, said their firm will increase prices as needed. They are working hard to get around this, with 85% saying their company will strive to shift its sourcing strategies to minimize the impact as much as possible. The landscape is so uncertain that nearly every CEO says they need to make some kind of change: 79% said they’ve adapted their growth plans.

    Walsh talked to Fortune about uncertainty on tariffs and AI, and the importance of trust in a climate of such uncertainty. CEOs are concerned with another advancing technology with terrifying capabilities, Walsh said: cyber and quantum. “That honestly keeps me up at night.”

    Cybersecurity’s quantum challenge

    Cybersecurity risks remain elevated, especially as quantum computing approaches. As for advances in quantum computing, Walsh said it could one day soon be capable of breaking all encryption, and companies tell him that they’re doing full assessments. It’s a “massive effort” to ensure that they’re not exposed when that quantum computing capability arrives, Walsh warned.

    Adding into the mix the capabilities of AI agents and, Walsh said, “in many cases, a nation-state-type investment,” he’s very concerned about malware and deepfake-type technologies escalating in danger. Over the next three years, 82% of CEOs polled said cybercrime and cyber insecurity was a top trend that could hurt their organization. Cyber risk was overall the second-highest cited pressure behind CEOs’ short-term decisions. CEOs are most concerned about fraud detection and prevention (65%) and identity theft (52%), but they also said they have plans in place to mitigate.

    All that being said, Walsh said CEOs are “feeling optimistic because they see so many growth opportunities.” The economy has been surprisingly strong despite all the uncertainty, the tech sector is driving a very strong stock market, and he even noted some “large deals and transactions” are coming through when it comes to M&A. “Capital flows are starting to move and [be] a bit more liquid.”

    Tariffs and the AI element

    Walsh told Fortune that tariffs are obviously the number-one thing on every CEO’s mind. And it’s not only the fact of tariffs but potential changes to tariffs, and “the uncertainty around whether those tariffs will continue to change.” There’s an overwhelming need for businesses to not only consider what will change but to get agile enough to work on their supply chains to be prepared for future, still uncertain, changes to come. To that end, 34% of CEOs said in the survey that supply chain resilience is the top pressure driving short-term decisions, followed by cyber security risks (29%) and global economic uncertainty (25%).

    Walsh emphasized that tariffs are introducing a multi-dimensional challenge for CEOs. “The CEOs I speak with are addressing tariff impacts in three areas: cost take-out, supply chain optimization including reshoring, onshoring considerations, and ultimately pricing.” He said KPMG is actively working with clients in all of those areas and yes, AI is part of this transformation, too. The prominence of AI is another layer of uncertainty being added to the picture, but Walsh said it’s helping a lot of CEOs: “AI is not just an efficiency play, CEOs are focused on innovating their business models and introducing new revenue streams and products.”

    The AI hourglass to come?

    Walsh said AI capabilities are changing quickly, and he acknowledged that companies are starting to restructure in response. The survey found that CEOs “mostly see an hourglass shape” to their organizations in next three years, Walsh said, noting that’s typical with every new technology deployment. He added that “no one knows exactly where [workforce shape] is headed … It’s a challenge to forecast as AI advances rapidly.” In the survey, 35% said they are planning for workforce reductions in some areas over the next two to five years due to AI, and 69% see an hourglass with higher numbers of senior leaders and early-career workers and fewer in the middle (another 16% said a vertical triangle, 13% a triangle and 2% an inverted pyramid).

    Managers are facing new responsibilities, managing teams with integrated AI agents, for instance. Walsh said some CEOs describe teams with both people and AI agents on them, “and managers of those teams have to ensure [that] agents complete steps in the workflow process, that agents have good data inputs so that their outputs can be relied upon, and continuously review those outputs.” CEOs surveyed said 86% of them see AI agents becoming embedded team members next year, and half think managers will be primarily responsible for managing AI agents’ performance as opposed to, say, HR or IT.

    Walsh agreed with Fortune‘s reporting that “human skills” still matter as AI implementation shows the necessity of reviewing AI outputs. “Human skills are critically important,” Walsh said. Even though KPMG invests in and spends time upskilling its workers on AI and providing them with tools and licenses, he said he continues to remind leaders that “human-to-human relationships are critical … both internally and externally. Trust is more important than ever. Building trust with our teams, clients and ensuring we can trust outputs of technology like AI.” Given the uncertain climate, he added, trust is at a premium. The top change that CEOs see coming is retaining and re-training high-potential talent (75%), followed by redesigning roles to reflect AI collaboration (65%) and hiring AI-capable talent (64%).

    Fortune Global Forum returns Oct. 26–27, 2025 in Riyadh. CEOs and global leaders will gather for a dynamic, invitation-only event shaping the future of business. Apply for an invitation.

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    Nick Lichtenberg

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  • Cyber Monday Sales Expected To Hit Record High

    Cyber Monday Sales Expected To Hit Record High

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    According to a new survey from Deloitte, shoppers plan to spend an average of $567 between Black Friday and Cyber Monday this year, with 40% reporting that they’re hitting the sales to try to get around rising prices. What do you think?

    “As long as CVS is open Christmas Eve, I’m set.”

    Julius Felker, Dictionary Auditor

    “Awesome, I’ve been waiting all year to buy food.”

    Mona Davila, Windowsill Botanist

    “It’s sad we need a holiday to celebrate mindless consumerism.” 

    Mitchell Schlosser, Systems Analyst

     

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  • Arlington Capital Partners Announces Formation of Eqlipse Technologies

    Arlington Capital Partners Announces Formation of Eqlipse Technologies

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    New platform delivers capabilities across full-spectrum cyber and SIGINT engineering, digital operations and identity management, and advanced R&D to address critical national security missions.

    Arlington Capital Partners today announced the formation of Eqlipse Technologies (“Eqlipse” or the “Company”), which is expected to be effective as of the end of the first quarter, 2023. The Company has industry-leading capabilities spanning full-spectrum cyber and signals intelligence (“SIGINT”) engineering, digital operations and identity management, and cutting-edge research and development (“R&D”). Eqlipse utilizes these core capabilities to deliver end-to-end mission-oriented solutions to key national security customers within the Department of Defense (“DoD”) and Intelligence Community (“IC”).

    “We are excited to announce the formation of Eqlipse, which is purpose-built to provide our essential national security agencies with the innovation they need as their missions evolve,” said David Wodlinger, a Managing Partner at Arlington Capital Partners. “Eqlipse is launching with a strong foundation built on decades of history and experience working with our customers, a growing portfolio of proprietary technologies, and a cadre of world-class subject matter experts pushing the art of the possible every day.” 

    Eqlipse supports critical needs across the full cyber domain, including offensive and defensive cyber, SIGINT engineering, computer network operations (“CNO”), and software development. The Company specializes in developing next-generation systems, solving high-performance big data challenges, and building tailored multi-tier data-driven analytic systems. The company is also a market leader in technologies for digital operations and identity management. 

    “As technology evolves and our infrastructure increasingly shifts to a digital domain, cybersecurity becomes an even more critical component of our national security,” said Dennis Kelly, Chief Executive Officer of Eqlipse. “Eqlipse was created to provide an operational advantage to our customers as their missions evolve to new, virtual battlefields.”

    Eqlipse has been solving scientific challenges for high-profile government customers with mission-critical needs for nearly 50 years. Underpinned by world-class scientists and engineers along with state-of-the-art infrastructure, Eqlipse is at the vanguard of fundamental scientific research and technology development. The Company has an established reputation for thought leadership in the areas of photonics, electronics, materials science, and biological and nanoscale technologies, among other disciplines, generating over 100 publications and numerous patents annually in these fields. Building on this distinguished R&D history, Eqlipse continues to mature the most promising research innovations into proprietary technologies with direct mission impact. 

    Eqlipse has more than 600 employees across three primary locations – Herndon, Virginia, Annapolis Junction, Maryland, and Dayton, Ohio – and more than $200 million in revenue. The employee base is highly educated with more than 115 PhDs and 45% of the workforce holding advanced degrees. 

    “The name Eqlipse communicates the total alignment of the Company’s innovative culture with the mission needs of our customers,” said Henry Albers, a Vice President at Arlington Capital Partners. “We will continue to invest significant resources behind Eqlipse to recruit industry-leading scientists and engineers, build out state-of-the-art facilities and labs, and fund the IRAD necessary to continue to deliver innovation for the most pressing missions.”

    About Eqlipse

    Eqlipse Technologies provides products and high-end engineering services to ensure our customers in the Department of Defense and Intelligence Community succeed in their most critical missions. Our industry-leading capabilities in virtual operations, identity management, signals intelligence, full-spectrum cyber and online operations, align with our state-of-the-art scientific research and technology services, ensuring that our essential national security agencies operate at the speed of innovation as their missions evolve to new battlefields. When innovation and mission are in total alignment, you’ll find Eqlipse. For more information: www.EqlipseTechnologies.com.

    Source: Eqlipse Technologies

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