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Dirt to Data: Data Centers and AI Infrastructure episodes
- Who Captures the Value in AI Infrastructure
Spending money on AI infrastructure and capturing value from it turn out to be two very different things.
Suhail traces AI infrastructure as a chain of bottlenecks, from chips to data centers to power, and explains why being necessary doesn't automatically make you scarce.
Hosted by Suhail Tayyeb, founder of Dirt to Data and creator of the AI Infrastructure Decision Language.
Dirt to Data: https://fromdirttodata.com
Suhail Tayyeb: https://suhailtayyeb.com
15 min - How Permitting Creates Value
Two identical parcels can look the same from the road and be completely different assets once you ask what's actually been approved.
Suhail introduces the DLPT framework and explains why durable permission has effectively become infrastructure in its own right.
Hosted by Suhail Tayyeb, founder of Dirt to Data and creator of the AI Infrastructure Decision Language.
Dirt to Data: https://fromdirttodata.com
Suhail Tayyeb: https://suhailtayyeb.com
15 min - What Data Center Developers Actually Do
By the time construction starts on a data center, the hardest part of the job may already be finished.
Suhail walks through what a developer actually does between finding land and pouring concrete: synchronizing power, approvals, connectivity, capital, and a customer that's never on the same clock as anyone else.
Hosted by Suhail Tayyeb, founder of Dirt to Data and creator of the AI Infrastructure Decision Language.
Dirt to Data: https://fromdirttodata.com
Suhail Tayyeb: https://suhailtayyeb.com
14 min - Why Water Matters
A data center that barely touches water and one that draws millions of gallons a day can both be defensible, depending on the climate, the cooling system, and the community around them.
Suhail introduces VWPP, the framework for thinking about thermal and water strategy beyond the engineering diagram, and explains why technical feasibility isn't the same thing as permission to build.
Hosted by Suhail Tayyeb, founder of Dirt to Data and creator of PACTS and the AI Infrastructure Decision Language.
Dirt to Data: https://fromdirttodata.com
Suhail Tayyeb: https://suhailtayyeb.com
16 min - What Is an Interconnection Queue
Seeing the grid and having the right to use it turn out to be two completely different things.
Suhail unpacks the Q in GTSQT, explains why queue position can become part of the asset, and walks through the Bring-Your-Own-Power debate, including the FERC-versus-state fight over who gets to connect large loads and who pays for it.
Hosted by Suhail Tayyeb, founder of Dirt to Data and creator of the AI Infrastructure Decision Language.
Dirt to Data: https://fromdirttodata.com
Suhail Tayyeb: https://suhailtayyeb.com
16 min - Understanding Workloads
Two data center sites can both be power-ready, fiber-ready, and fully approved, and still not be the same opportunity.
Suhail introduces LENS² in full, the framework for matching a feasible site to the customer who should actually use it: Latency, Expansion Path, Near-Term Delivery, Stability, and Workload times Uptime.
Hosted by Suhail Tayyeb, founder of Dirt to Data and creator of the AI Infrastructure Decision Language.
Dirt to Data: https://fromdirttodata.com
Suhail Tayyeb: https://suhailtayyeb.com
15 min - Why Land Is Not Enough
A 300-acre parcel with a transmission line running through it and an 80-acre parcel with a two-year power timeline can sit in the same market and be worth wildly different amounts.
Suhail breaks down why land is only the starting point of a data center opportunity, not the opportunity itself, and explains why deliverable power, connectivity, approvals, and timing determine what a site is actually worth to a customer.
Hosted by Suhail Tayyeb, founder of Dirt to Data and creator of the AI Infrastructure Decision Language.
Dirt to Data: https://fromdirttodata.com
Suhail Tayyeb: https://suhailtayyeb.com
12 min - The Missing Middle Opportunity
While everyone chases 300-megawatt megaprojects, a different-sized opportunity is quietly getting built faster.
This episode brings PACTS and LENS squared together, and makes the case for why the 10-to-40-megawatt segment is often the better bet, not the consolation prize.
Hosted by Suhail Tayyeb, founder of Dirt to Data and creator of the AI Infrastructure Decision Language.
Dirt to Data: https://fromdirttodata.com
Suhail Tayyeb: https://suhailtayyeb.com
11 min - How Utilities Think About Data Centers
Developers ask how exciting a project is. Utilities ask a completely different question first.
Suhail explains how utilities actually prioritize large-load requests, revisits GTSQT from the utility's side of the table, and looks at where Bring-Your-Own-Power changes who's asking whom for permission.
Hosted by Suhail Tayyeb, founder of Dirt to Data and creator of the AI Infrastructure Decision Language.
Dirt to Data: https://fromdirttodata.com
Suhail Tayyeb: https://suhailtayyeb.com
12 min - Why Some Sites Never Get Built
Most failed data center sites were never actually bad ideas. They just failed one specific test nobody was watching.
This episode walks through the real reasons projects die, mapped directly against the PACTS framework from the last episode, so you can spot the pattern before it repeats on your own deal.
Hosted by Suhail Tayyeb, founder of Dirt to Data and creator of the AI Infrastructure Decision Language.
Dirt to Data: https://fromdirttodata.com
Suhail Tayyeb: https://suhailtayyeb.com
10 min
About Dirt to Data: Data Centers and AI Infrastructure
From the publisher's feed
AI isn't weightless. It runs on concrete, cooling, and community consent. Dirt to Data is Suhail Tayyeb's ongoing analysis of the real estate, power, and infrastructure decisions behind data centers…
and AI. He built PACTS and the AI Infrastructure Decision Language to test whether a specific opportunity is real, or just announced.