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David Linthicum Podcasts

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Hosted by cloud computing pioneer David Linthicum, the Cloud Computing Insider podcast gets to the bottom of what cloud computing, and generative AI can bring to your enterprise. New content will focus on what's important to you as a user of cloud computing and generative AI, and the ability to find value the first time.
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Dave Is Not AI

David Linthicum

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Welcome to "Dave is not AI." I'm David Linthicum, and I take a skeptical look at the exploding AI marketplace. Forget the hype. We explore the true reality behind AI technology, its capabilities, and its limitations. Discover why enterprises and humans are struggling with AI today, and gain expert insights on how to best navigate a future where AI is everywhere. Join me for grounded, unbiased analysis to master the AI landscape. Because while AI might be the buzzword, clear understanding is ...
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Are agentic AI solutions truly revolutionizing the enterprise, or are we just getting swept up by the hype? In this episode of “Dave Is Not AI,” renowned AI expert Dave Linthicum—author, technologist, and top industry influencer—gives a brutally honest assessment of agentic AI. We’ll unpack what agentic AI really is, why many “solutions” are just r…
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Staying ahead in the cloud computing world means keeping up with fast-paced change, new technology, and industry insights from those shaping the future. But with so many sources out there, where do you turn for information you can trust—without getting overwhelmed or sifting through vendor hype? I’m David Linthicum, and in this video, I’ll share th…
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Many enterprises are racing to implement AI, lured by promises of competitive advantage and rapid transformation. However, recent research shows that only about 10% of organizations investing heavily in AI achieve significant financial benefits. The greatest pitfall? Over-reliance on large consulting firms that force generic, cookie-cutter AI solut…
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Cloud computing has long been heralded as the default path for enterprise IT, with public cloud vendors promising limitless scalability and transformational efficiencies. However, recent data reveals a significant shift in this narrative: cloud spending is leveling off, and in some sectors, it may even be declining. Organizations are becoming more …
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Duolingo, widely recognized for its engaging language-learning platform, has made headlines recently with its ambitious plan to evolve into an “AI-first” company. Founded by Luis von Ahn, the app employs gamification strategies to teach users various languages, making learning both accessible and enjoyable. However, von Ahn’s announcement regarding…
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Amazon CEO Andy Jassy recently announced significant changes to the company's workforce due to the rise of artificial intelligence (AI). In a blog post shared with employees, Jassy outlined that advancements in generative AI and automated agents would lead to a smaller human workforce as efficiency gains transform job functions. While he encourages…
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Today, we’re diving into a controversial move by Hertz, who has rolled out AI-driven vehicle inspections. The promise? Faster returns and fewer disputes. The reality? Well, a lot of frustrated customers, angry over surprise charges for so-called “damage” that barely shows up on camera. Is Hertz genuinely using AI to provide better service, or just …
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Cloud migration is a critical step for organizations looking to modernize infrastructure, improve scalability, and drive innovation. In this video, we provide a comprehensive yet accessible overview of the essential aspects of migrating workloads and data to the cloud. You'll learn about the most common migration pitfalls that can stall your projec…
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When it comes to cloud computing, most of the attention is focused on migration—moving workloads and data into the cloud, chasing promises of scalability, agility, and cost savings. But what we don’t hear about nearly as often are the projects going in the other direction: enterprises quietly moving data and workloads back out of the cloud, a proce…
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In 2025, the responsibilities and expectations for Cloud Architects have dramatically evolved, moving far beyond initial infrastructure deployment to embrace a holistic, business-centric mandate. Drawing on decades of industry analysis and hands-on experience, this paper explores this transformation through the lens of practical outcomes and strate…
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Cloud computing has become the backbone of modern software development, with promises of increased scalability, resilience, and agility. Organizations are rapidly migrating workloads and re-architecting systems using microservices, containers, and managed services, convinced these steps will eliminate the rigidity and risks of traditional monolithi…
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Over the past two decades, certain players in cloud computing have lost credibility by putting their interests ahead of real client value. Big consulting firms boasted vendor awards like “Partner of the Year,” but were often rewarded more for selling providers' technology than delivering the best solutions to clients. Many took finder’s fees or oth…
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Cloud computing is full of uncomfortable realities that most organizations ignore at their peril. Optimization tools, often touted as the answer to spiraling costs, are typically engineered to miss the most expensive inefficiencies—providers have little incentive to help you truly cut spend. Enterprise contracts and customized SLAs offer a false se…
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This talk provides a strategic roadmap for building a successful cloud computing career, emphasizing technical and business skills. It begins with the importance of self-assessment and industry awareness, helping attendees identify where their strengths and interests best align within the fast-evolving cloud landscape. The presentation breaks down …
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European organizations are increasingly questioning their reliance on US hyperscalers like AWS, Microsoft, and Google amid growing geopolitical tensions and uncertainty. At April's KubeCon EU event, discussions highlighted a surging interest in alternative cloud providers driven by several pressing concerns: unreliable US policies, escalating prici…
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Over the past two decades, public cloud providers have transformed IT, offering unmatched scalability, agility, and innovation. Organizations of all sizes have embraced the cloud, captivated by its promise of unparalleled flexibility and reduced infrastructure management. Yet, a glaring paradox has surfaced: while hardware prices continue to fall, …
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Cloud certifications are valuable tools in today's IT landscape, but they come with important caveats. As the chief cloud strategy officer for Deloitte Consulting, I've seen how implementing innovative technologies helps clients operate more effectively. However, certifications should be viewed as part of a broader strategy. From my experience work…
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Agentic AI applications are built with various platforms based on specific requirements including scalability, latency, security, and cost-efficiency. Hyperscalers are ideal for dynamic, global agentic AI systems but incur high operational costs. Private Clouds and Sovereign Clouds provide secure environments suitable for compliance-heavy applicati…
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Successful multicloud deployment isn’t about adopting multiple clouds—it’s about using them strategically while addressing hidden challenges. Most enterprises underestimate data gravity costs, integration complexities, and governance differences across providers. Security protocols, automation, and FinOps also require cloud-specific approaches, and…
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The cloud computing industry provides numerous paths to wealth, as outlined by thought leader David Linthicum. One lucrative option is becoming a partner in a consulting firm, where you can earn six to seven figures by driving revenue and delivering strategic leadership for enterprise clients navigating cloud transformations. Alternatively, startin…
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Nearly 40% of companies post fake "ghost jobs" in cloud computing, with no intention to hire. These deceptive listings serve multiple purposes: building talent pools, testing market rates, appearing to grow, and pressuring current employees. One in five online job postings are either fake or never filled, particularly affecting specialized tech rol…
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David Linthicum highlights three red flags for moving workloads off the public cloud: rising costs, diminished performance, and data governance challenges. These insights empower organizations to avoid over-commitment to public cloud providers and pursue alignment between IT needs and business objectives, often through hybrid solutions or on-premis…
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Something remarkable is happening in the world of cloud computing. After years of dominance by AWS, Azure, and Google Cloud, enterprises are quietly orchestrating a shift that's reshaping the industry. They're turning to alternative cloud providers – and it's not just a cost-cutting move. Picture a GPU-intensive AI startup using Hyperstack for mach…
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Google has announced a landmark $32 billion acquisition of cloud security startup Wiz, marking its largest purchase to date. This move highlights Google’s push to strengthen its cloud services amid growing demand for secure and scalable cloud platforms, fueled by advancements in artificial intelligence and increased cloud adoption by enterprises. W…
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This video explores how enterprises are wasting $44.5 billion annually on unnecessary cloud spending and what can be done to reduce it. It begins by identifying the primary issue: 21% of cloud budgets go underutilized, often due to a disconnect between FinOps (Financial Operations) and engineering teams. Over 50% of engineers blame insufficient col…
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AWS, once considered the gold standard of cloud innovation, seems to be faltering as it joins the race for agentic AI far later than its competitors. The announcement of a new team dedicated to building autonomous AI agents feels more like a response to external pressure than a proactive step forward. This delay raises unsettling questions about wh…
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In this engaging video, we dive into the revolutionary impact of Agentic AI on cloud technology and system deployment, specifically tailored for cloud professionals. Discover how Agentic AI signifies a significant shift in automation and operational intelligence, allowing systems to make autonomous decisions that improve efficiency and adapt to rea…
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This video explores the critical signs of incompetent cloud leadership and its devastating impact on business success. We examine how poor leadership manifests through unclear strategy, ignored technical expertise, and mismanaged resources. Key warning signs include spiraling costs, declining team morale, and missed market opportunities. The discus…
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The cloud computing arena is a whirlwind of innovation, with the market swelling to a massive $330 billion in 2024. This impressive growth spurt is largely fueled by the rise of generative AI, a technology that has captured the imaginations of businesses worldwide. While giants like AWS, Microsoft Azure, and Google Cloud still hold court, a new bre…
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Cloud migration projects frequently fail (70% rate) due to poor architecture decisions, underestimated data complexity, and inadequate planning. The key to recovery involves immediate action: stopping the migration, conducting a thorough assessment, and rebuilding with proper planning. Critical steps include rebuilding data models, mapping dependen…
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In this video, we explore the growing frustration enterprises have with cloud service providers. Despite the cloud market's continued growth, companies are increasingly concerned about unexpected costs, lack of control, and vendor lock-in. Many organizations are now considering repatriating workloads back to on-premises solutions, particularly for …
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Akamai Technologies faced surging cloud costs, reaching hundreds of millions due to unchecked workloads and acquisitions. To regain control, they launched Project Cirrus after acquiring Linode, allowing them to optimize their cloud strategy. This initiative reduced public cloud expenses by 40% in the first year, revealing inefficiencies in their pr…
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There are challenges as enterprises rush toward quantum computing technology. While acknowledging recent advances like Google's Willow processor and explaining quantum computing's basic principles, the presentation argues that most enterprises don't need this technology yet. Despite major tech companies' significant investments, quantum computing r…
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Cloud-native architecture, while promising transformative benefits, often falls short of expectations due to widespread misconceptions and implementation challenges. Recent data shows that 78% of organizations fail to achieve their intended business value, with average cloud waste reaching 32% of spend ($8.8M annually for enterprises). The gap betw…
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The video explores how major cloud providers (AWS, Microsoft Azure, and Google Cloud) have potentially reached an innovation plateau after their groundbreaking developments in serverless computing and cloud-native architectures. The outline argues that these providers have transitioned from disruptors to defenders of market share, focusing more on …
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AI MicroClouds represent a new category of specialized cloud computing providers that focus exclusively on high-performance AI and machine learning workloads. Unlike traditional hyperscale providers like AWS, Google Cloud, and Azure, these specialized providers - such as CoreWeave, Lambda Labs, and Modal - offer purpose-built infrastructure optimiz…
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Today, let’s talk about who to trust for cloud computing advice. First, cloud influencers might know their stuff, but many just chase trends. Tech press offers news but lacks hands-on experience. Big consulting firms bring enterprise experience but can drain your budget. Analysts provide big-picture insights, yet often lack real-world application. …
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GEICO's dramatic shift from cloud-first to cloud-repatriation showcases a significant trend in enterprise infrastructure strategy. After accumulating a $300 million annual cloud bill across eight providers and managing 200,000 compute cores, the insurance giant decided to bring workloads back on-premises in 2023. By implementing Open Compute Projec…
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The rapid growth of AI workloads presents both an opportunity and challenge for public cloud providers. While the overall cloud market is projected to reach $2 trillion by 2030, with AI driving significant growth, cost considerations may limit cloud providers' ability to capture this opportunity. Infrastructure costs for AI workloads, particularly …
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While intended to simplify cloud cost management, cloud units often fall short in measuring true cloud value for enterprises. These standardized metrics oversimplify complex cloud environments and fail to account for industry-specific needs and strategic benefits. Rather than relying solely on generic measurements like cost per transaction, organiz…
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In my video titled "I Explain Cloud Computing in 10 Minutes," I break down the concept of cloud computing into easy-to-understand segments. I start with a simple definition, emphasizing that cloud computing involves using remote servers via the internet instead of local storage. I explore three main types of cloud computing—public, private, and hyb…
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In 2024, the public cloud industry stands as a crucial cornerstone of enterprise technology strategy, enabling unprecedented scalability and innovation across business sectors. However, this rapid adoption and expansion have surfaced several pressing challenges that require immediate attention to maintain the momentum of technological advancement. …
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Private AI clouds provide organizations with dedicated environments for AI applications, offering enhanced control over data, security, and compliance compared to public clouds. Key benefits include complete data sovereignty, customizable infrastructure, and scalability. Leading providers such as Microsoft, Oracle, VMware, IBM, and Nvidia each offe…
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A thought leader and an influencer differ in authority, objectives, and audience engagement. A thought leader gains authority through deep expertise and innovation within their field, seeking to challenge norms and provide long-term insights. They engage audiences through detailed content, such as publications and speaking at industry events, focus…
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This video examines low-cost cloud storage options compared to major providers like AWS and Microsoft Azure. It highlights affordable services like Icedrive, Sync.com, pCloud, MEGA, and Google Drive, detailing their features and ideal users. Icedrive stands out for its security and affordability, while pCloud and MEGA offer excellent privacy. The d…
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In today's competitive landscape, cloud computing executives often rely heavily on consulting firms to navigate the complex world of cloud technologies. However, ensuring that these engagements deliver genuine business value requires vigilance and strategic oversight. One key concern is the tendency of consulting firms to recommend partner technolo…
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Cloud computing marketing often raises skepticism due to overpromised benefits, such as unlimited scalability and cost savings, which may not reflect reality. Simplified messaging can downplay complexities related to integration and hidden costs like data transfers and premium features. Additionally, claims of universal suitability ignore cases whe…
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In 2025, organizations continue to grapple with cloud security challenges due to the increasing complexity of cloud systems and insufficient training among administrators. A significant number of organizations face vulnerabilities related to misconfigurations, with reports indicating that 74% have exposed storage issues. The concept of the "toxic c…
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Welcome to my show on "Why Enterprises Are Fleeing The Cloud." Recently, we've seen an intriguing shift from the cloud back to on-premises solutions among many enterprises. This dynamic isn't entirely surprising when you look at the broader market trends. A Citrix study reveals that 25% of UK organizations and 42% of US firms are considering or hav…
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Reflecting on my cloud career journey, I've realized that there are several things I would approach differently if I were to start again. Firstly, I might have delayed diving into cloud technology. In the late 90s, I leapt into cloud computing when Application Service Providers (ASPs) were just emerging. While it was an exciting time, I would focus…
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