Artificial Intelligence has evolved from experimental technology to mission-critical infrastructure in just twelve months. As we celebrate AI Appreciation Day 2025, the conversation has shifted dramatically from “What can AI do?” to “How do we implement AI and drive real business value?”
The enterprise landscape tells a compelling story: organizations that successfully deployed AI initiatives in 2024 are now seeing measurable returns on investment, while those still piloting proof-of-concepts risk falling behind competitors who’ve already integrated AI into their core operations. From autonomous supply chain optimization and predictive maintenance to personalized customer experiences and intelligent automation, AI has transcended its role as a productivity enhancer to become a fundamental driver of competitive advantage.
This year’s VMblog expert roundup features candid insights from technology leaders who’ve navigated the complex journey from AI experimentation to production deployment. Their experiences reveal both the remarkable achievements and ongoing challenges of integrating artificial intelligence into enterprise workflows—offering a roadmap for organizations preparing to make AI a cornerstone of their 2025-2026 strategic planning.
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Ed Moke, VP of Operations, Index Engines
How is AI changing the way we detect or respond to cyber threats?
AI provides the ability to analyze large volumes of data across multiple sources, i.e. real time network usage, file access (r/w), file metadata, file content…. and with proper training detect malicious activity indicative of a cyberattack. It has also provided the ability to improve the analysis of new data, e.g. email, downloaded files, to detect incoming intrusion/attack methods to prevent potential attacks before they can be deployed. AI is also providing the ability to monitor data integrity within storage and backup environments to identify changes in data due to malicious activity and identify the point in time of attacks to identify restore points for quick response to actual attacks.
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Geoff Burke, Senior Technology Advisor at Object First
AI has accelerated technological innovation and opened our minds to new ways of working and living, but on this AI Appreciation Day, I urge us to take off the rose-colored glasses and recognize the risks and unpredictability the tech creates.
Bolstered by AI, cyberattacks are quicker and more sophisticated, and threat actors are finding and exploiting vulnerabilities in quick succession. This essentially means AI has made falling victim to a cyberattack all but inevitable. I don’t believe all these threats and the extent of their potential scope are fully understood by anyone at this early stage. Large enterprises are most likely to be aware of the risks, to the extent that they would be able to assign dedicated teams of experts to monitor all the evolving problems related to AI and apply fixes as soon as they appear.
However, mid-sized and small companies – who are likely pursuing AI because of a lack of resources – will be hard-pressed to keep up with emerging threats and challenges. We are not talking about the odd new exploit or virus, to which these types of companies fall victim regularly, but instead about a potential tsunami of new attack vectors. Immutable data backups (i.e., backups that cannot be changed or deleted) are the only sure way to protect data from the potential effects of AI-generated attacks and security shortcomings.
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Simon Taylor, Founder and CEO, HYCU
AI is the most powerful force we’ve seen since the internet, but it’s not neutral. It can amplify creativity, and it can scale cyber risk. At HYCU, we believe it’s not enough to just build with AI. We have to build with intent. Our framework, Humanity, Exceptionalism, and Resourcefulness, guides how we integrate AI into our platform and our culture. On AI Appreciation Day, we’re not just celebrating capability. We’re committing to responsibility.
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Tom Butler, Vice President, WW Commercial Portfolio and Product Management at Lenovo
As AI reshapes the business landscape, we’re seeing a paradox emerge: while organizations are rapidly increasing their investments in AI, many are still struggling to translate those dollars into real impact. Lenovo’s latest Global CIO Playbook found that two-thirds of enterprises have yet to realize ROI on their AI initiatives, and only half of employees feel adequately trained to use the technology. At Lenovo, we see this as a call to action.
AI PCs are central to solving this challenge. They’re not just tools—they’re intelligent collaborators. Devices powered by AI enable organizations to go beyond pilots to scale AI in secure, productive and meaningful ways. In 2025 and beyond, AI PCs will be the key to unlocking workforce productivity, adapting faster to change, and delivering tangible business outcomes.
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Shanthi Rajan, CEO of Linarc
AI and Field Tech: The New Nerve Center of Construction
In recognition of AI Appreciation Day, it is important to spotlight how artificial intelligence is driving the next wave of innovation in construction.
As construction digitization accelerates, AI and field technology stand out as the most transformative forces on the horizon. AI is uniquely positioned to simplify some of the industry’s most complex and dangerous problems, whether mitigating risk with drones or contextualizing site data for faster, smarter decision-making. When AI aligns with existing workflows and preserves usability, adoption isn’t just easier, it is inevitable.
In parallel, the rise of connected equipment, geo-aware mobile apps, and real-time sensor data is rapidly reshaping how teams operate in the field. But these tools alone aren’t the endgame. The real opportunity lies in integrating them into a collaborative decision-making framework, where everyone onsite or offsite accesses the same actionable insights, updates, and communication.
This is the future of construction: one where intelligence is not trapped in silos, but flows freely across the entire project ecosystem. Making job sites more productive, efficient, and on schedule.
