TechEdge Podcast

Industrial AI Reality Check + A 3-Wave Framework for Deploying AI at Scale

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 transformationEpisode Resources

How one evangelist CEO has organized his teams to deploy AI in three waves

AI in Industry: What Works and What Needs Work

 
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Cyber Budgets Surge + CES 2026: Siemens & Nvidia’s Industrial AI Push

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
Episode Resources
AI Threats Drive Cyber Budget Growth: KPMG Survey
Siemens and NVIDIA Unveil AI-Driven Industrial Revolution at CES 2026
 
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Governance-First AI in the Supply Chain + What Cyber Insurance Really Covers

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 strategyEpisode Resources
Playbook — Governance-First Innovation in a Global Supply Chain 
What Is Cyber Insurance—and Does Your Business Need It?
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AI Market Correction + Getting Real ROI from AI

Is the AI boom headed for a bubble—or just a reset? In this episode of the 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. In this episode, you’ll learn:
Why today’s AI market differs from the dot-com bubble.
What a likely AI correction could look like.
How executive expectations for AI ROI are shifting.
Where AI is already delivering operational gains
.
Episode ResourceWhy the AI Market May Face a Correction, Not a Collapse

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Is There an AI Bubble? + Human Factors in Cybersecurity

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:
The strongest arguments for and against an AI bubble.
How today’s AI investment differs from past tech bubbles.
Why people—not technology—are the real attack surface.
How shadow AI and cognitive bias increase cyber risk.
What human-centric security really looks like.
Episode Resources
Is There an AI Bubble or Not? 
Human Factors in Cybersecurity: Questions for Maria Cardow
 
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Two Cloudflare Outages, One Big Warning: Rethinking Your Architecture

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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Strategy Under Pressure: Rising Power Costs and the ROI of Case Studies

On this episode of 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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Inside the AI Revolution: Cybersecurity Battles and Industrial Breakthroughs

On this episode of 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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Introducing: TechEDGE

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.
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