No Playbook, No Precedent

The AI revolution may be fueled by chips, power, and data centers — but behind every billion-dollar development is a complex web of partnerships, risk, capital, and strategy.

In this episode of the Nomad Futurist Podcast, co-hosts Nabeel Mahmood and Phillip Koblence sit down with Kim McGrath, Partner at Kirkland & Ellis, whose work places her at the center of some of the most significant digital infrastructure transactions shaping the future of AI and the modern economy.

From advising on the landmark take-private of CyrusOne to helping navigate today's unprecedented wave of AI-driven development, Kim has witnessed firsthand how data centers have evolved from a niche asset class into one of the most sought-after sectors in global infrastructure.

One of Kim's most compelling observations is that despite the industry's rapid growth, many of today's challenges have no established playbook.

"Let's keep an open mind and try to really focus in on, ‘What do we see are the risks and how can you solve for those?’ It's not the case that this is the way we've always done things. Almost everything in this sector is new."

As developers race to meet the demands of AI, Kim discusses the staggering pace of growth, the confidence she continues to see from investors, and why the market still feels like it's only getting started:

"Demand we're seeing just grow at light speed. It still almost feels like we're at early innings in these transactions.”

The conversation also explores a fundamental shift occurring across the industry: success is no longer determined by any single company. Today's largest projects require unprecedented coordination among developers, hyperscalers, lenders, investors, technology providers, and local communities:

"It is 100% a team sport in this arena. You really have to look at the asset through its full life cycle and try to solve as much as possible for that full life cycle. Everybody has got to be hyper-coordinated."

Beyond the numbers, Kim offers a thoughtful perspective on the responsibility that comes with building digital infrastructure at scale. As data centers expand into new markets, she argues that community engagement and education must be treated as core components of development — not afterthoughts.

"I think first and foremost, education. There's a lot of information out there that is misinformation. Really having a high-level focus on education and what's specifically going on at each site is important. Education is really the key."

That message resonates deeply with the mission of the Nomad Futurist Foundation. As the industry continues to grow, closing the knowledge gap around digital infrastructure is more important than ever. Through education, awareness, and workforce development initiatives, the Foundation is helping students, communities, and future leaders better understand the critical role data centers play in powering our digital world.

Tune in for a fascinating conversation on the evolution of digital infrastructure, the realities of building for the AI era, and why education, collaboration, and trust will be just as important as technology in shaping what comes next.

To learn more about Kim McGrath, connect with her on LinkedIn.