AI isn’t just increasing compute demand—it’s redefining what capacity means inside modern data centers. In this episode of TechEDGE, we explore how rising power density, GPU workloads, and AI infrastructure are forcing leaders to rethink power, cooling, and architecture decisions.

From assessing infrastructure limits to modernizing power and cooling strategies, this episode looks at the practical considerations organizations face as they prepare data centers for hyper-dense, AI-driven environments.

In this episode, you’ll explore:

Why power density is becoming the biggest constraint for AI workloads

How AI is reshaping data center design and expansion planning

What leaders must evaluate to keep AI-ready infrastructure reliable

The growing role of modern power, cooling, and architectural choices

Episode Resources 

Powering the Future: Strategies for Data Center Expansion and AI-Ready Infrastructure

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AI in industry isn’t just about innovation—it’s about trust, reliability, and operational execution. In this episode of TechEDGE, we break down what’s working (and what still needs work) across traditional AI, generative AI, edge AI, agentic AI, and emerging causal AI—plus why keeping AI strategy simple is often the smartest move.

We also explore Devon Energy CEO Clay Gaspar’s practical three-wave rollout plan for scaling AI—from making data accessible, to embedding AI into workflows, to rebuilding projects AI-first.

In this episode, you’ll learn:

Which AI categories are delivering real industrial value today

How RAG and edge AI reduce risk and improve reliability

Where agentic AI shows promise (and why oversight matters)

A clear 3-wave framework to move from pilots to transformation

Cybersecurity budgets are climbing fast—and AI is reshaping both threats and defenses. In this episode of TechEDGE, we break down a new KPMG survey showing nearly all large U.S. enterprises expect to increase cyber spending, with major focus areas including data security, identity and access management, and cloud security.

We also share standout CES 2026 takeaways, including Siemens’ keynote and its expanding partnership with Nvidia—highlighting how industrial AI, digital twins, simulation, and AI copilots are accelerating transformation across factories and critical infrastructure.

In this episode, you’ll learn:

Why cybersecurity investment is rising in 2026

Where security leaders are prioritizing budget increases

How AI is accelerating cyber risk (and security strategy)

What Siemens and Nvidia revealed about the future of industrial AI

AI Threats Drive Cyber Budget Growth: KPMG Survey

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AI is moving from experimentation to execution—but only when governance comes first. In this episode of TechEDGE, we break down how Avnet embedded AI into global supply chain workflows to improve forecasting, inventory visibility, and resilience—without disrupting how teams work.

We also explain what cyber insurance actually covers, why general liability policies fall short, and how organizations can reduce premiums while strengthening cyber resilience.

In this episode, you’ll learn:

Why governance is critical to scaling enterprise AI

How AI improves supply chain visibility and decision-making

What cyber insurance covers—and what it doesn’t

How cyber insurance fits into modern risk strategy

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Is the AI boom headed for a bubble—or just a reset? In this episode of TechEDGE Podcast, we explore why experts say the AI market is more likely facing a correction, not a collapse, and what that means for tech leaders. We also break down why the C-suite now expects AI ROI much sooner than before—and how organizations are moving past experimentation to deliver real, measurable value.

Are we in an AI boom—or building the next tech bubble? This episode of TechEDGE explores both sides of the debate, examining whether today’s massive AI investments mirror the dot-com era or represent a fundamentally different, infrastructure-driven moment.

We also take a closer look at why human behavior remains the weakest link in cybersecurity. Using real-world breaches as context, this segment explains why tools alone aren’t enough—and how leaders must design security around how people actually work.

In this episode, you’ll learn:

Episode Resources

Is There an AI Bubble or Not? 

https://www.tech.endeavoredge.com/artificial-intelligence/article/55333159/is-there-an-ai-bubble-or… 

Human Factors in Cybersecurity: Questions for Maria Cardow

https://www.tech.endeavoredge.com/security/article/55338477/human-factors-in-cybersecurity-question…

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Two major Cloudflare outages in under three weeks have exposed a growing fragility in global digital infrastructure. At the same time, CIOs are being forced to modernize legacy systems, scale AI adoption, strengthen security, and cut costs—all without bigger budgets.

This episode breaks down what IT leaders need to know about resilience, risk, modernization, and the critical role of data foundations in enabling safe and scalable AI.

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On this episode of the TechEDGE we unpack the latest TechEDGE Newsletter, highlighting how, as AI drives one of the fastest data-center buildouts in history, it’s creating an energy crisis IT leaders can’t ignore. We address how electricity demands have turned energy into a strategic dependency that affects company-wide infrastructure scalability, cost structure, sustainability performance, and brand value. We also highlight the potentially underutilized tool of Case Studies. Industrial end users have stories to tell, and a significant audience is ready to hear them. 

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On this episode of the TechEdge we unpack the latest TechEdge Newsletter, highlighting how AI and cloud adoption are simultaneously fueling unprecedented demand for security and a surge in sophisticated cyber threats - looking at how Vendors are responding with an AI-driven shift toward unified, preemptive security platforms. We also share thought leader and consultant Peter Seeberg's insights on industrial AI's shift from pilots to production as predictive maintenance and agentic AI reshape factories.

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Welcome to The TechEDGE Podcast — delivering smart business IT insights for better business outcomes. Backed by North America’s largest B2B newsroom, we deliver precision-crafted analysis to help you see around corners and lead with confidence. Each episode unpacks the forces shaping the modern enterprise — from Strategy and Security to Infrastructure, AI, and Innovation. Subscribe today to stay informed, stay secure, and stay ahead — because in tech, the only constant is change.