Source: https://expedient.com/tag/ai/ # Archive of posts from ![The Fit Test Behind Better Infrastructure Decisions](https://res.cloudinary.com/dvlpy3tua/image/upload/fl_sanitize/uploads/EXP_Blog_FitTest_1200x628_Feed.png) ## [The Fit Test Behind Better Infrastructure Decisions](/knowledgebase/blog/2026-08-27-the-fit-test-behind-better-infrastructure-decisions/) ![Expedient](https://res.cloudinary.com/dvlpy3tua/image/upload/fl_sanitize/uploads/explogo.png) Author[Expedient](#) Read Time 6 min Read Key Takeaways Most infrastructure environments weren’t intentionally chosen. They were inherited over time, and what worked then might not be the right mix for where an organization is going. For planning your infrastructure strategy today, a short fit test can help clarify if your organization needs to head in the direction of a broader... [Read Article](/knowledgebase/blog/2026-08-27-the-fit-test-behind-better-infrastructure-decisions/) ![“Installing More Tools” Is Not an AI Strategy](https://res.cloudinary.com/dvlpy3tua/image/upload/fl_sanitize/uploads/EXP_Blog_InstallingToolsAI_1200x628_Feed.png) ## [“Installing More Tools” Is Not an AI Strategy](/knowledgebase/blog/2026-08-25-installing-more-tools-is-not-an-ai-strategy/) ![Expedient](https://res.cloudinary.com/dvlpy3tua/image/upload/fl_sanitize/uploads/explogo.png) Author[Expedient](#) Read Time 5 min Read Key Takeaways Getting AI right depends less on which tools you buy than on the order you put them to work. Stabilize, then optimize, then modernize: each step makes the next one safer to take. Skipping a step does not save time, it moves the risk to a later, costlier point. Every... [Read Article](/knowledgebase/blog/2026-08-25-installing-more-tools-is-not-an-ai-strategy/) ![Convergence: Why AI and Infrastructure Are Now One Conversation](https://res.cloudinary.com/dvlpy3tua/image/upload/fl_sanitize/uploads/EXP_Blog_Convergence--1200x628_Feed.png) ## [Convergence: Why AI and Infrastructure Are Now One Conversation](/knowledgebase/blog/2026-08-19-convergence-why-ai-and-infrastructure-are-now-one-conversation/) ![Expedient](https://res.cloudinary.com/dvlpy3tua/image/upload/fl_sanitize/uploads/explogo.png) Author[Expedient](#) Read Time 6 min Read Key Takeaways AI hasn't changed the fundamentals of good technology strategy. It's made getting them right more important than ever. AI and infrastructure can no longer be planned separately. Decisions about one directly affect the success of the other. Expedient AI CTRL Platform removes infrastructure barriers to AI adoption, making it easier to move... [Read Article](/knowledgebase/blog/2026-08-19-convergence-why-ai-and-infrastructure-are-now-one-conversation/) ![Build for the Model You'll Use Next](https://res.cloudinary.com/dvlpy3tua/image/upload/fl_sanitize/uploads/EXP_Blog_AIBuildModel_1200x628_Feed.png) ## [Build for the Model You'll Use Next](/knowledgebase/blog/2026-08-18-build-for-the-model-youll-use-next/) ![Expedient](https://res.cloudinary.com/dvlpy3tua/image/upload/fl_sanitize/uploads/explogo.png) Author[Expedient](#) Read Time 6 min Read Key Takeaways Build one foundation for AI. Infrastructure, security, data, and applications should work as one environment. The middle layer makes it possible. It lets models change without disrupting the people and applications above them and the infrastructure below. A platform outlasts a subscription: Today's best model can be replaced by the next without... [Read Article](/knowledgebase/blog/2026-08-18-build-for-the-model-youll-use-next/) ![Building AI Infrastructure People Trust](https://res.cloudinary.com/dvlpy3tua/image/upload/fl_sanitize/uploads/EXP_Blog_Ai4_1200x628_Feed.png) ## [Building AI Infrastructure People Trust](/knowledgebase/blog/2026-08-10-building-ai-infrastructure-people-trust/) ![Bryan Smith](https://res.cloudinary.com/dvlpy3tua/image/upload/fl_sanitize/uploads/bsmith.jpg) Author[Bryan Smith](#) Read Time 4 min Read There's no shortage of conversation right now about what AI agents can do. But this week at Ai4, I focused on another important question: Do people trust them enough to use them... [Read Article](/knowledgebase/blog/2026-08-10-building-ai-infrastructure-people-trust/) ![The Great Inversion](https://res.cloudinary.com/dvlpy3tua/image/upload/fl_sanitize/uploads/EXP_Blog_GreatInversion_1200x628_Feed.png) ## [The Great Inversion](/knowledgebase/blog/2026-07-29-the-great-inversion/) ![Bryan Smith](https://res.cloudinary.com/dvlpy3tua/image/upload/fl_sanitize/uploads/bsmith.jpg) Author[Bryan Smith](#) Read Time 6 min Read What was easy is now hard. What was hard is now easy. Key Takeaways AI reversed the old equation: building software is now the easy part and shipping it safely is the hard part. The burden landed on IT, whose surface area exploded while... [Read Article](/knowledgebase/blog/2026-07-29-the-great-inversion/) ![The Wait Tax: What the Hardware Shortage Is Costing Your Infrastructure Strategy](https://res.cloudinary.com/dvlpy3tua/image/upload/fl_sanitize/uploads/exp_Blog_WaitTax_1200x628Feed.png) ## [The Wait Tax: What the Hardware Shortage Is Costing Your Infrastructure Strategy](/knowledgebase/blog/2026-06-16-the-wait-tax-what-the-hardware-shortage-is-costing-your-infrastructure-strategy/) ![Expedient](https://res.cloudinary.com/dvlpy3tua/image/upload/fl_sanitize/uploads/explogo.png) Author[Expedient](#) Read Time 8 min Read Key Takeaways A server configuration that cost $17,300 in Q1 2025 now in Q2 2026 runs over $103,000: a 495% jump in 15 months. Every quarter of delay on a 20-host cluster refresh adds an estimated $500K to $600K in CapEx. The shortage is structural rather than cyclical, driven by AI infrastructure capex and... [Read Article](/knowledgebase/blog/2026-06-16-the-wait-tax-what-the-hardware-shortage-is-costing-your-infrastructure-strategy/) ![Intelligent Infrastructure for ISVs: Ship Faster, Spend Smarter, De-Risk Growth](https://res.cloudinary.com/dvlpy3tua/image/upload/fl_sanitize/uploads/exp_Blog_IntelligentInfraISVs_1200x628_Feed.png) ## [Intelligent Infrastructure for ISVs: Ship Faster, Spend Smarter, De-Risk Growth](/knowledgebase/blog/2026-06-12-intelligent-infrastructure-for-isvs/) ![Expedient](https://res.cloudinary.com/dvlpy3tua/image/upload/fl_sanitize/uploads/explogo.png) Author[Expedient](#) Read Time 6 min Read Independent software vendors (ISVs) are carrying more weight than ever—shipping AI features, retaining customers, and protecting margins. But the grind is real: cloud costs fluctuate, talent is scarce, and “proof-of-concept purgatory” stalls AI roadmaps. The question isn’t whether to modernize your delivery platform. It’s how to do it without slowing product velocity. Expedient Intelligent Infrastructure gives ISVs a... [Read Article](/knowledgebase/blog/2026-06-12-intelligent-infrastructure-for-isvs/) ![The IT Moment You've Been Waiting For](https://res.cloudinary.com/dvlpy3tua/image/upload/fl_sanitize/uploads/exp_Blog_NutanixRecap_1200x628_Feed.png) ## [The IT Moment You've Been Waiting For](/knowledgebase/blog/2026-05-22-the-it-moment-youve-been-waiting-for/) ![Expedient](https://res.cloudinary.com/dvlpy3tua/image/upload/fl_sanitize/uploads/explogo.png) Author[Expedient](#) Read Time 6 min Read We’re ready to help you seize it The conversation in IT has fundamentally shifted. It’s no longer about infrastructure or AI — it’s about both, together, and what that combination... [Read Article](/knowledgebase/blog/2026-05-22-the-it-moment-youve-been-waiting-for/) ![Modern Infrastructure for an Intelligent Era](https://res.cloudinary.com/dvlpy3tua/image/upload/fl_sanitize/uploads/EXP__Blog_StabilizeModernize--1200x628_Feed.png) ## [Modern Infrastructure for an Intelligent Era](/knowledgebase/blog/2026-05-07-modern-infrastructure-for-an-intelligent-era/) ![Expedient](https://res.cloudinary.com/dvlpy3tua/image/upload/fl_sanitize/uploads/explogo.png) Author[Expedient](#) Read Time 5 min Read Agentic AI doesn’t just add a new application to your environment. It changes the business’s load profile. When workflows start executing across systems, pulling context from enterprise data, triggering actions, and running continuously, your infrastructure stops being “where things run” and becomes the constraint (or the accelerator).... [Read Article](/knowledgebase/blog/2026-05-07-modern-infrastructure-for-an-intelligent-era/) ![Your Intelligent Infrastructure Foundation for AI](https://res.cloudinary.com/dvlpy3tua/image/upload/fl_sanitize/uploads/EXP__Blog_IntelligentInfraFoundation--1200x628_Feed_.png) ## [Your Intelligent Infrastructure Foundation for AI](/knowledgebase/blog/2026-05-05-your-intelligent-infrastructure-foundation-for-ai/) ![Expedient](https://res.cloudinary.com/dvlpy3tua/image/upload/fl_sanitize/uploads/explogo.png) Author[Expedient](#) Read Time 4 min Read AI ambitions often outpace infrastructure capabilities because AI changes how data, compute, and policy must move together across environments that were never designed for reliable intelligence delivery. That mismatch shows up as unmanaged data gravity, inconsistent controls, unpredictable performance, and fluctuating costs, turning scale into risk instead... [Read Article](/knowledgebase/blog/2026-05-05-your-intelligent-infrastructure-foundation-for-ai/) ![The Business Case for AI Simplicity](https://res.cloudinary.com/dvlpy3tua/image/upload/fl_sanitize/uploads/EXP__Blog_AISimplicity--1200x628_Feed_.png) ## [The Business Case for AI Simplicity](/knowledgebase/blog/2026-04-30-the-business-case-for-ai-simplicity/) ![Expedient](https://res.cloudinary.com/dvlpy3tua/image/upload/fl_sanitize/uploads/explogo.png) Author[Expedient](#) Read Time 8 min Read Model capability is no longer a primary constraint on organizations; the larger issue is how AI is introduced, too often through disconnected experiments with inconsistent controls. The shift is to scalable, reliable AI adoption when AI is treated as an operational capability rather than a series of... [Read Article](/knowledgebase/blog/2026-04-30-the-business-case-for-ai-simplicity/) ![From Stabilize to Modernize: A Journey, Not a Leap](https://res.cloudinary.com/dvlpy3tua/image/upload/fl_sanitize/uploads/EXP__Blog_StabilizeModernize--1200x628_Feed_.png) ## [From Stabilize to Modernize: A Journey, Not a Leap](/knowledgebase/blog/2026-04-28-from-stabilize-to-modernize-a-journey-not-a-leap/) ![Expedient](https://res.cloudinary.com/dvlpy3tua/image/upload/fl_sanitize/uploads/explogo.png) Author[Expedient](#) Read Time 6 min Read Most modernization narratives focus on infrastructure efficiency or cleaning up yesterday’s problems of technical debt. An alternative view on the challenge businesses face in 2026 is the misalignment between how a business wants to operate and what its digital foundation is prepared to support.... [Read Article](/knowledgebase/blog/2026-04-28-from-stabilize-to-modernize-a-journey-not-a-leap/) ![From Insights to Action: The Rise of Agentic Workflows](https://res.cloudinary.com/dvlpy3tua/image/upload/fl_sanitize/uploads/EXP__Blog_AgenticWorkFlowsRise--1200x628_Feed_.png) ## [From Insights to Action: The Rise of Agentic Workflows](/knowledgebase/blog/2026-04-23-from-insights-to-action-the-rise-of-agentic-workflows/) ![Expedient](https://res.cloudinary.com/dvlpy3tua/image/upload/fl_sanitize/uploads/explogo.png) Author[Expedient](#) Read Time 6 min Read Although AI experimentation has expanded across many functions, most efforts remain isolated and have not materially advanced how businesses operate. That’s because AI has essentially been treated as a productivity enhancer, helpful in speeding up tasks, but not capable of shaping how work moves... [Read Article](/knowledgebase/blog/2026-04-23-from-insights-to-action-the-rise-of-agentic-workflows/) ![From Chatbots to True Automation: How to Unlock Real Business Value with AI Agents](https://res.cloudinary.com/dvlpy3tua/image/upload/fl_sanitize/uploads/EXP__Blog_ChatbotsAutomation--1200x628_Feed_.png) ## [From Chatbots to True Automation: How to Unlock Real Business Value with AI Agents](/knowledgebase/blog/2026-04-21-from-chatbots-to-true-automation-how-to-unlock-real-business-value-with-ai-agents/) ![Expedient](https://res.cloudinary.com/dvlpy3tua/image/upload/fl_sanitize/uploads/explogo.png) Author[Expedient](#) Read Time 8 min Read Why Agentic AI Changes How Work Gets Done, Not Just How Answers Are Delivered When comparing chatbots and automation, the standard view is that “agents are better because they’re smarter chatbots.” While this is true, it overlooks the... [Read Article](/knowledgebase/blog/2026-04-21-from-chatbots-to-true-automation-how-to-unlock-real-business-value-with-ai-agents/) ![Unlocking Line-of-Business Value with AI Workflows](https://res.cloudinary.com/dvlpy3tua/image/upload/fl_sanitize/uploads/EXP__Blog_AI_Workflows--1200x628_Feed_.png) ## [Unlocking Line-of-Business Value with AI Workflows](/knowledgebase/blog/2026-04-17-unlocking-line-of-business-value-with-ai-workflows/) ![Expedient](https://res.cloudinary.com/dvlpy3tua/image/upload/fl_sanitize/uploads/explogo.png) Author[Expedient](#) Read Time 7 min Read How Pre-Engineered, Outcome-Driven Automation Is Shaping the 2026 Business Landscape Despite the hype around AI, most businesses are still at the starting point. Leaders recognize AI’s potential to improve efficiency, boost revenue, and enhance customer experiences, but struggle to convert that potential into consistent, operational benefits.... [Read Article](/knowledgebase/blog/2026-04-17-unlocking-line-of-business-value-with-ai-workflows/) ![Simplify to Scale: Why Standardization Is the Shortcut to Modernization](https://res.cloudinary.com/dvlpy3tua/image/upload/fl_sanitize/uploads/EXP__Blog_SimplifytoScale--1200x628_Feed_.png) ## [Simplify to Scale: Why Standardization Is the Shortcut to Modernization](/knowledgebase/blog/2026-04-14-simplify-to-scale-why-standardization-is-the-shortcut-to-modernization/) ![Expedient](https://res.cloudinary.com/dvlpy3tua/image/upload/fl_sanitize/uploads/explogo.png) Author[Expedient](#) Read Time 7 min Read Technology complexity isn’t the barrier to modernization. Instead, overly customized environments are leaving businesses stuck in corner solutions. Over decades, IT teams created exceptions: custom integrations and ad hoc fixes on legacy systems. These created unique and fragile “snowflake environments,” making modernization lengthy... [Read Article](/knowledgebase/blog/2026-04-14-simplify-to-scale-why-standardization-is-the-shortcut-to-modernization/) ![The Economics of Cloud Rebalancing](https://res.cloudinary.com/dvlpy3tua/image/upload/fl_sanitize/uploads/EXP__Blog_CloudEconRebalancing--1200x628_Feed_.png) ## [The Economics of Cloud Rebalancing](/knowledgebase/blog/2026-04-08-the-economics-of-cloud-rebalancing/) ![Expedient](https://res.cloudinary.com/dvlpy3tua/image/upload/fl_sanitize/uploads/explogo.png) Author[Expedient](#) Read Time 5 min Read Cloud expenditures in the past year have been volatile, with sharp spikes driven by factors such as AI, changes in licensing, and the opacity of hyperscale pricing models. Many organizations find that their cloud expenses resemble a variable tax rather than a predictable operating expense. Rebalancing realigns cloud... [Read Article](/knowledgebase/blog/2026-04-08-the-economics-of-cloud-rebalancing/) ![Connecting the Dots: How AI and Infrastructure Drive Better Outcomes Together](https://res.cloudinary.com/dvlpy3tua/image/upload/fl_sanitize/uploads/EXP__Blog_AI_Dots--1200x628_Feed_.png) ## [Connecting the Dots: How AI and Infrastructure Drive Better Outcomes Together](/knowledgebase/blog/2026-03-23-connecting-the-dots-how-ai-and-infrastructure-drive-better-outcomes-together/) ![Expedient](https://res.cloudinary.com/dvlpy3tua/image/upload/fl_sanitize/uploads/explogo.png) Author[Expedient](#) Read Time 5 min Read Despite heavy investment, 95% of generative AI (GenAI) pilots are failing1 and, at the same time, more than 50% of businesses report moderate to severe technical debt that’s expected to reach 75% by 2026 as AI intensifies pressure on already strained systems2. These failures aren’t about AI being... [Read Article](/knowledgebase/blog/2026-03-23-connecting-the-dots-how-ai-and-infrastructure-drive-better-outcomes-together/) ![Your First 120 Days to AI ROI](https://res.cloudinary.com/dvlpy3tua/image/upload/fl_sanitize/uploads/EXP__Blog_AI_ROI--1200x628_Feed_.png) ## [Your First 120 Days to AI ROI](/knowledgebase/blog/2026-03-23-your-first-120-days-to-ai-roi/) ![Expedient](https://res.cloudinary.com/dvlpy3tua/image/upload/fl_sanitize/uploads/explogo.png) Author[Expedient](#) Read Time 6 min Read Nearly all AI conversations start with sweeping promises and buzzword bingo—transformation, automation, reinvention, optimization. Yet most businesses don’t need aspiration; they need a roadmap they can trust. Traditional AI roadmaps have become moving targets: unfocused, unachievable, and rarely tied to the outcomes that matter. What leaders want is a clear, measurable path that shows how AI can deliver ROI in... [Read Article](/knowledgebase/blog/2026-03-23-your-first-120-days-to-ai-roi/) ![Patient Trust, Provider Confidence: Operationalizing AI with Infrastructure and Governance](https://res.cloudinary.com/dvlpy3tua/image/upload/fl_sanitize/uploads/EXP__Blog_HIMSSPresentation--1200x628_Feed_.png) ## [Patient Trust, Provider Confidence: Operationalizing AI with Infrastructure and Governance](/knowledgebase/blog/2026-03-17-patient-trust-provider-confidence-operationalizing-ai-with-infrastructure-and-governance/) ![Bradley Reynolds](https://res.cloudinary.com/dvlpy3tua/image/upload/fl_sanitize/uploads/expedient-hs-bradley-reynolds.jpg) Author[Bradley Reynolds](#) Read Time 5 min Read I had the opportunity to present at HIMSS 2026 on something that keeps me up at night—how healthcare organizations can actually deploy AI in ways that work. Not the hype, not the theory, but the real infrastructure and governance you need to make this stuff operational. Here’s my take on what matters. The Need for Trusted AI Healthcare has... [Read Article](/knowledgebase/blog/2026-03-17-patient-trust-provider-confidence-operationalizing-ai-with-infrastructure-and-governance/) ![Introducing Agentic Workflows That Deliver Outcomes](https://res.cloudinary.com/dvlpy3tua/image/upload/fl_sanitize/uploads/EXP__Blog_AI_Agentic--1200x628_Feed_.png) ## [Introducing Agentic Workflows That Deliver Outcomes](/knowledgebase/blog/2026-02-03-agentic-workflows-that-deliver-outcomes/) ![Bradley Reynolds](https://res.cloudinary.com/dvlpy3tua/image/upload/fl_sanitize/uploads/expedient-hs-bradley-reynolds.jpg) Author[Bradley Reynolds](#) Read Time 4 min Read Most AI experiences still start with a prompt. That’s useful. But it’s not an operating model. The real unlock is when outcomes become the interface. You don’t merely “chat with AI.” You run repeatable workflows that execute across your systems, deliver outcomes, and prove value every time. That’s... [Read Article](/knowledgebase/blog/2026-02-03-agentic-workflows-that-deliver-outcomes/) ![Why AI Projects Stall (Hint: It's Not the Tech)](https://res.cloudinary.com/dvlpy3tua/image/upload/fl_sanitize/uploads/EXP__Blog_AI_Stall--1200x628_Feed_.png) ## [Why AI Projects Stall (Hint: It's Not the Tech)](/knowledgebase/blog/2025-12-23-why-ai-projects-stall-hint-its-not-the-tech/) ![Bradley Reynolds](https://res.cloudinary.com/dvlpy3tua/image/upload/fl_sanitize/uploads/expedient-hs-bradley-reynolds.jpg) Author[Bradley Reynolds](#) Read Time 4 min Read Reading the headlines, there’s an interesting dichotomy emerging: the power of various models is continually improving, and yet, organizations continue to struggle to show ROI. Here’s what everyone misses: AI projects don’t fail because the models aren’t good enough. They fail because leaders can’t confirm what’s actually delivering value. All the noise around new models and agent workflows is missing... [Read Article](/knowledgebase/blog/2025-12-23-why-ai-projects-stall-hint-its-not-the-tech/) ![The End of the Hyperscale Honeymoon](https://res.cloudinary.com/dvlpy3tua/image/upload/fl_sanitize/uploads/EXP__Blog_HyperscaleHoneymoon--1200x628_Feed_.png) ## [The End of the Hyperscale Honeymoon](/knowledgebase/blog/2025-12-18-the-end-of-the-hyperscale-honeymoon/) ![Tim Kounadis](https://res.cloudinary.com/dvlpy3tua/image/upload/fl_sanitize/uploads/timk.jpeg) Author[Tim Kounadis](#) Read Time 5 min Read For years, “just put it all in the public cloud” seemed safe. Hyperscale platforms offered limitless scale, global reach, and rapid innovation, especially in AI. But as bills rose and architectures grew complex, many realized an uncomfortable truth: hyperscale-only isn’t truly a cloud strategy. It’s just what organizations have defaulted to – and it’s becoming expensive. Today, 84% of... [Read Article](/knowledgebase/blog/2025-12-18-the-end-of-the-hyperscale-honeymoon/) ![Why Most AI Strategies Fail (And What Actually Works)](https://res.cloudinary.com/dvlpy3tua/image/upload/fl_sanitize/uploads/EXP__Blog_AI_Fails--1200x628_Feed_.png) ## [Why Most AI Strategies Fail (And What Actually Works)](/knowledgebase/blog/2025-12-17-why-most-ai-strategies-fail-and-what-actually-works/) ![Bradley Reynolds](https://res.cloudinary.com/dvlpy3tua/image/upload/fl_sanitize/uploads/expedient-hs-bradley-reynolds.jpg) Author[Bradley Reynolds](#) Read Time 4 min Read AI works. The problem? Most companies are drowning in complexity trying to make it work. Shockingly, research shows the average organization has 254 AI apps in use, whether they know it or not 3. So assuming your AI maturity is about average, then 93% of your employees are already using generative AI without telling anyone. And... [Read Article](/knowledgebase/blog/2025-12-17-why-most-ai-strategies-fail-and-what-actually-works/) ![How To Move From AI Hype to Everyday Productivity](https://res.cloudinary.com/dvlpy3tua/image/upload/fl_sanitize/uploads/EXP__Blog_AI_Hype--1200x628_Feed_.png) ## [How To Move From AI Hype to Everyday Productivity](/knowledgebase/blog/2025-12-10-how-to-move-from-ai-hype-to-everyday-productivity/) ![Bradley Reynolds](https://res.cloudinary.com/dvlpy3tua/image/upload/fl_sanitize/uploads/expedient-hs-bradley-reynolds.jpg) Author[Bradley Reynolds](#) Read Time 7 min Read Practical, Safe Entry Points for Businesses For many organizations, AI still feels like a high-stakes gamble, with big promises but also big questions, especially around security, compliance, and ROI. Compounding the urgency to come up with a solution is the fact that employees are already using public AI tools to accomplish their work, often daily, without any safety or... [Read Article](/knowledgebase/blog/2025-12-10-how-to-move-from-ai-hype-to-everyday-productivity/) ![The Hidden Risk of Shadow AI – and How to Regain Control](https://res.cloudinary.com/dvlpy3tua/image/upload/fl_sanitize/uploads/EXP__ShadowAI_FEED_--1200x628.png) ## [The Hidden Risk of Shadow AI – and How to Regain Control](/knowledgebase/blog/2025-11-20-the-hidden-risk-of-shadow-ai%E2%80%93and-how-to-regain-control/) ![Bryan Smith](https://res.cloudinary.com/dvlpy3tua/image/upload/fl_sanitize/uploads/bsmith.jpg) Author[Bryan Smith](#) Read Time 5 min Read Nearly all businesses are in a race to utilize AI to optimize operations, reduce costs, and stay competitive. But a growing internal risk is largely overlooked: the unsanctioned, uncontrolled usage of public AI tools by employees, commonly called Shadow AI. [Read Article](/knowledgebase/blog/2025-11-20-the-hidden-risk-of-shadow-ai%E2%80%93and-how-to-regain-control/) ![The AI Paradox: Supercharging Ransomware – and Reinventing the Enterprise](https://res.cloudinary.com/dvlpy3tua/image/upload/fl_sanitize/uploads/EXP__Blog_AI-Paradox--1200x628_Feed_.png) ## [The AI Paradox: Supercharging Ransomware – and Reinventing the Enterprise](/knowledgebase/blog/2025-10-28-the-ai-paradox-supercharging-ransomware%E2%80%93and-reinventing-the-enterprise/) ![Tim Kounadis](https://res.cloudinary.com/dvlpy3tua/image/upload/fl_sanitize/uploads/timk.jpeg) Author[Tim Kounadis](#) Read Time 3 min Read It’s impossible to ignore the relentless buzz around artificial intelligence (AI)—and for good reason. In business, AI is wielding transformative power at an unprecedented pace, promising to revolutionize workflows, decision-making, and customer experiences. But alongside record-breaking innovation, a darker tide is rising: cybercriminals are deploying AI to escalate threats to levels never seen before. A recent MIT Sloan... [Read Article](/knowledgebase/blog/2025-10-28-the-ai-paradox-supercharging-ransomware%E2%80%93and-reinventing-the-enterprise/) ![AI’s Inversion of Difficulty: Re-focusing on the Right Problems](https://res.cloudinary.com/dvlpy3tua/image/upload/fl_sanitize/uploads/EXP__AI_Inversion_FEED_--1200x628.png) ## [AI’s Inversion of Difficulty: Re-focusing on the Right Problems](/knowledgebase/blog/2025-07-28-ai-inversion-of-difficulty-re-focusing-on-the-right-problems/) ![Mike Garuccio](https://res.cloudinary.com/dvlpy3tua/image/upload/fl_sanitize/uploads/mike-garuccio.jpg) Author[Mike Garuccio](#) Read Time 4 min Read As an industry, artificial intelligence has turned our intuitions about difficulty completely upside down. The problems we thought would be trivial for machines remain stubbornly hard, while challenges we assumed would take decades have fallen with surprising ease. The Laundry Paradox Five years ago, if you’d asked any reasonable person whether we’d first see machines pass the Turing test... [Read Article](/knowledgebase/blog/2025-07-28-ai-inversion-of-difficulty-re-focusing-on-the-right-problems/) ![Happy First Birthday ChatGPT – A Year in Wonderland](https://res.cloudinary.com/dvlpy3tua/image/upload/fl_sanitize/uploads/EXP__ChatGPT_Blog_1200x628.png) ## [Happy First Birthday ChatGPT – A Year in Wonderland](/knowledgebase/blog/2023-11-27-happy-first-birthday-ChatGPT/) ![Tim Kounadis](https://res.cloudinary.com/dvlpy3tua/image/upload/fl_sanitize/uploads/timk.jpeg) Author[Tim Kounadis](#) Read Time 6 min Read Coming up to the one-year anniversary of the unveiling of ChatGPT – November 30th 2022. It’s a pretty big deal. And I can’t help but play the where were you when? game. Reflecting on the location where seminal moments surfaced in our lives, global disasters, life moments. For me Generative AI came into focus... [Read Article](/knowledgebase/blog/2023-11-27-happy-first-birthday-ChatGPT/) VMware September 29th, 2026 at 1:00 PM ET ## It’s Time to Decide Your VMware Path [Join us →](https://go.expedient.com/VMWarePath) ### VMware September 29th, 2026 at 1:00 PM ET ## It’s Time to Decide Your VMware Path [Join us →](https://go.expedient.com/VMWarePath)