Edge of IT
Edge of IT
Podcast Description
Welcome to Edge of IT, the podcast that connects the dots between cutting-edge tech and the world it’s creating. Join host Jonathan Gough as he takes a closer look at the ideas driving progress: from AI and cybersecurity to the unsung heroes of IT who make it all work. Discover how technology is redefining what’s possible, one episode at a time.
Explore more at convergetp.com.
Podcast Insights
Content Themes
The podcast centers around themes of innovative technology in various sectors, specifically focusing on artificial intelligence, cybersecurity, and digital identity. Episodes include deep dives into topics like AI's impact on healthcare and the importance of modern identity management practices in the face of digital threats, showcasing real-world applications and the challenges they present.

Welcome to Edge of IT, the podcast that connects the dots between cutting-edge tech and the world it’s creating. Join host Jonathan Gough as he takes a closer look at the ideas driving progress: from AI and cybersecurity to the unsung heroes of IT who make it all work. Discover how technology is redefining what’s possible, one episode at a time.
Explore more at pellera.com
What if the biggest cost driver in your AI strategy isn’t the model, but the data underneath it?
In this episode of Edge of IT, host Jonathan Gough sits down with Vrashank Jain, Director of Product Management at Dell, and Brad Miller, Data and AI Sales Leader at Pellera, to unpack what Jonathan calls “the data layer tax”: the hidden cost organizations pay when their data isn’t ready for AI.
Together, they explore why the AI bottleneck has shifted from compute to data quality, how a disorganized data layer can double or triple your cost per query, and what context engineering actually looks like in practice. They also get into how to frame data investment for executive buy-in, why business acumen may matter more than coding skills, and where leaders should start if they know their data layer isn’t ready.
If you want to get more out of AI without burning budget on bloated context windows, start here.

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