Disrupting Data Centers: Turning Compute Demand Into Clean Energy Momentum
On Disruption Interruption, Joe Helfrich explains why AI's surging power demand is exposing the limits of the energy grid and how innovation could turn data centers from energy drains into accelerators of cleaner energy. Through NosTerra Venture Capital, Helfrich is backing technologies to make that shift possible.
TAMPA BAY, Fla., Sept. 3, 2026 /PRNewswire/ -- U.S. data center energy use is expected to double or triple by 2028, with these facilities projected to consume up to 12% of total U.S. electricity, according to the U.S. Department of Energy. As artificial intelligence (AI) adoption grows, the constraint is no longer models, chips, or software. It is whether power generation, transmission, storage, and cooling infrastructure can keep up. On this episode of Disruption Interruption, host Karla Jo Helms (KJ) speaks with Joe Helfrich, Managing Partner and Co-Founder of NosTerra Venture Capital, an AI infrastructure investment firm, about why AI compute is forcing an energy reckoning, why data centers may accelerate innovation rather than block it, and how investors can separate real physical-layer solutions from AI hype. "The demand is still outstripping capacity," Helfrich says, "and the current existing energy grid can't meet that need."
Why AI's Power Problem Is Bigger Than Data Centers
For Helfrich, the AI infrastructure problem starts with physical limits of the energy system. Data centers consume a great deal of electricity, cooling, and grid capacity to turn energy into compute. As AI workloads grow, the pressure moves beyond the technology sector and into the systems that generate, move, store, and use power.
That pressure is why server facilities are often cast as energy villains. They can strain local grids, increase electricity demand, require heavy cooling, and raise concerns about water use and local resource competition. Helfrich argues that this framing captures only part of the picture. "Data centers really could be a challenge to energy innovation," Helfrich says. "We take a contrary view and think this is a unique opportunity."
The issue will become more complicated as AI moves from centralized model training to real-time use by people, devices, and machines. That will require compute to happen closer to the end user because delays of even milliseconds can matter in applications such as autonomous vehicles, industrial systems, and machine-to-machine communication. "They're not going to wait for that inference to go across the country," Helfrich says.
Investing in the Physical Layer of AI
Helfrich sees AI's power crunch as an opening for companies solving real problems across the energy chain: generation, transmission, storage, and the way data centers use power. "It's going to be an all-of-the-above solution," he says. "Data centers are really just factories that take energy and convert that into compute."
That view shapes how NosTerra evaluates companies. Helfrich says the fund looks for technologies solving urgent infrastructure problems, not incremental improvements that get lost in the noise. A solution that delivers a small efficiency gain may be useful, but the strongest opportunities are the ones that can materially change capacity, cost, or speed to market. "We look for these mind-blowing, out-of-the-box opportunities," he says.
One example is a Boston-area company out of MIT that uses carbon-capture technology inside modular edge data centers. Helfrich says the system improves cooling efficiency while producing beverage-grade CO2 as a byproduct, which can then be sold to bars and restaurants. That revenue can help support the economics of the facilities powering AI workloads. "It's that crazy out-of-the-box thinking," he says, "solving two problems at one time."
For Helfrich, the same pressure that makes data centers controversial could also make them useful. The demand for compute creates customers, urgency, and capital for energy technologies that might otherwise move slowly. "This is not about AI," Helfrich says. "These innovations can make energy more abundant, resilient, and available across the economy."
Links
Disrupting the AI Power Bottleneck: Turning Data Centers into Energy Transition Heroes with Joe Helfrich
Disruption Interruption is the podcast where you will hear from today's biggest Industry Disruptors. Learn what motivated them to bring about innovation and how they overcame opposition to adoption.
Company LinkedIn: https://www.linkedin.com/in/joehelfrich/
Company Website: https://nosterracapital.com
About Disruption Interruption™
Disruption is happening on an unprecedented scale, impacting all manner of industries — MedTech, Finance, IT, eCommerce, shipping, logistics, and more — and COVID has moved their timelines up a full decade or more. But WHO are these disruptors and when did they say, "THAT'S IT! I'VE HAD IT!"? Time to Disrupt and Interrupt with host Karla Jo "KJ" Helms, veteran communications disruptor. KJ interviews bad asses who are disrupting their industries and altering economic networks that have become antiquated with an establishment resistant to progress. She delves into uncovering secrets from industry rebels and quiet revolutionaries that uncover common traits — and not-so-common — that are changing our economic markets… and lives. Visit the world's key pioneers that persist to success, despite arrows in their backs at www.disruption-interruption.com.
About Joe Helfrich
Joe Helfrich is the Managing Partner and Co-Founder of NosTerra Venture Capital, an investment firm focused on AI infrastructure, energy optimization, and the technologies needed to support large-scale compute. A former commercial litigation attorney and technology founder, Helfrich has co-founded software, legal tech, and fintech companies with exits to strategic and private equity acquirers. At NosTerra, he focuses on infrastructure technologies that can help AI scale while advancing cleaner, more resilient, and more affordable energy systems.
About Karla Jo Helms
Karla Jo Helms is the Chief Evangelist and Anti-PR® Strategist for JOTO PR Disruptors™. Karla Jo learned firsthand how unforgiving business can be when millions of dollars are on the line — and how the control of public opinion often determines whether one company is happily chosen, or another is brutally rejected. Being an alumnus of crisis management, Karla Jo has worked with litigation attorneys, private investigators, and the media to help restore companies of goodwill into the good graces of public opinion — Karla Jo operates on the ethic of getting it right the first time, not relying on second chances and doing what it takes to excel. Helms speaks globally on public relations, how the PR industry itself has lost its way, and how, in the right hands, corporations can harness the power of Anti-PR to drive markets and impact market perception.
References
- U.S. Department of Energy. (2024, December 20). DOE releases new report evaluating increase in electricity demand from data centers [Press release]. energy.gov/articles/doe-releases-new-report-evaluating-increase-electricity-demand-data-centers
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SOURCE Disruption Interruption
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