Q2 Executive Roundtable Recap
The AI infrastructure conversation has entered a new phase. For the past several years, the industry focused largely on what was technically possible: larger GPU clusters, higher rack densities, liquid cooling, and increasingly ambitious hyperscale AI campuses. Today, the discussion is shifting toward a more consequential question: how to reliably deliver, commission, and operate those environments at production scale.
That transition is exposing a new generation of challenges. Power availability, cooling architecture, facility operations, supply chains, commissioning, and workforce readiness have become deeply interconnected disciplines rather than separate engineering considerations. Success increasingly depends not on optimizing any one system, but on integrating them into a cohesive operational platform capable of supporting continuous AI production.
For our Executive Roundtable for the Second Quarter of 2026, Data Center Frontier gathered four seasoned industry leaders to examine some of the most pressing challenges and opportunities facing the data center industry in the AI era, including:
- The Deployment Reality Gap
As rack densities, cooling demands, and power requirements accelerate simultaneously, where today lies the greatest disconnect between AI infrastructure ambition and deployment reality? - The Rise of Integrated Infrastructure
How tightly integrated must power, cooling, and facility operations become to support the next generation of AI deployments? - Scaling Beyond the Prototype Phase
The industry is moving from prototype AI environments toward industrialized deployment at scale. What becomes materially harder once AI infrastructure moves into live production?
Here's the full question-and-answer session, organized by topic:
- Roundtable: Building the AI Factory
- Roundtable: AI Means Integrated Infrastructure
- Roundtable: Beyond the AI Prototype
Here are links to the individual Q&A summaries for each of our panelists:
- Steve Altizer, President and CEO, Compu Dynamics
- Joe Capes, VP, Trane Technologies and Head of LiquidStack
- Robert Danforth, Director–Engineering, Simulation, and Advanced Development, Rehlko
The conversation is moderated by Data Center Frontier Editor in Chief Matt Vincent.
Thanks to all of our executive participants for sharing their time and insights!
About the Author
Matt Vincent
Matt Vincent is Editor in Chief of Data Center Frontier, where he leads editorial strategy and coverage focused on the infrastructure powering cloud computing, artificial intelligence, and the digital economy. A veteran B2B technology journalist with more than two decades of experience, Vincent specializes in the intersection of data centers, power, cooling, and emerging AI-era infrastructure. Since assuming the EIC role in 2023, he has helped guide Data Center Frontier’s coverage of the industry’s transition into the gigawatt-scale AI era, with a focus on hyperscale development, behind-the-meter power strategies, liquid cooling architectures, and the evolving energy demands of high-density compute, while working closely with the Digital Infrastructure Group at Endeavor Business Media to expand the brand’s analytical and multimedia footprint. Vincent also hosts The Data Center Frontier Show podcast, where he interviews industry leaders across hyperscale, colocation, utilities, and the data center supply chain to examine the technologies and business models reshaping digital infrastructure. Since its inception he serves as Head of Content for the Data Center Frontier Trends Summit. Before becoming Editor in Chief, he served in multiple senior editorial roles across Endeavor Business Media’s digital infrastructure portfolio, with coverage spanning data centers and hyperscale infrastructure, structured cabling and networking, telecom and datacom, IP physical security, and wireless and Pro AV markets. He began his career in 2005 within PennWell’s Advanced Technology Division and later held senior editorial positions supporting brands such as Cabling Installation & Maintenance, Lightwave Online, Broadband Technology Report, and Smart Buildings Technology. Vincent is a frequent moderator, interviewer, and keynote speaker at industry events including the HPC Forum, where he delivers forward-looking analysis on how AI and high-performance computing are reshaping digital infrastructure. He graduated with honors from Indiana University Bloomington with a B.A. in English Literature and Creative Writing and lives in southern New Hampshire with his family, remaining an active musician in his spare time.
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