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Dirt to Data: Data Centers and AI Infrastructure episodes
- Why a Permit Is Not the Same as Permission
A permit is something an agency gives you. Permission is something much bigger.
Suhail introduces DLPT, Discretion, Legitimacy, Process Depth, and Tradeoffs, the deeper approvals diagnostic behind PACTS, and explains why durable permission has effectively become infrastructure.
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
17 min - Why Power Timing Is Harder Than Power Availability
The utility, the developer, and the customer can all say they're on schedule and still miss each other completely.
Suhail closes out GTSQT with Timeline Certainty and makes the case that in AI infrastructure, power isn't simply electricity. It's electricity plus time.
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 - The AI Infrastructure Shock: Why Compute, Power and Capital Are Out of Sync | Live Keynote
Compute is moving at software speed. Infrastructure is not.
Recorded live at the NYU Data Center & AI Infrastructure Forum on October 7, 2026, this special Dirt to Data episode features my opening keynote, The AI Infrastructure Shock.
The rapid expansion of artificial intelligence is creating a synchronization challenge across compute, power, capital, construction, and permission. Announced projects are multiplying, but turning those announcements into operational infrastructure requires far more than land and a megawatt figure.
In this keynote, I examine why a site is not a project, why power is not the same as deliverable capacity, how permission has become infrastructure, why the Missing Middle matters, and what separates demand from bankable projects.
I also explore how accelerating compute cycles could affect long-term infrastructure investments and where durable value may ultimately accrue.
Recorded: October 7, 2026 | New York City
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 - Why Queue Position Can Be More Valuable Than Land
Two developers can control nearly identical parcels and still own completely different opportunities.
Suhail goes deeper on Queue Position, the fourth letter of GTSQT, and explains why years of infrastructure progress, not acreage, can be the scarcest and most valuable asset in a constrained power market.
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
18 min - Why the Substation May Be the Real Bottleneck
A substation next door looks like proof of power. It's actually just proof that infrastructure exists.
Suhail covers Substation Readiness, the third letter of GTSQT, and why transformer capacity, configuration, and age can quietly turn a headline power number into a much smaller near-term opportunity.
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 Transmission Can Kill a Powered Site
There can be plenty of electricity in a region and still no way to get it to your property.
Suhail unpacks Transmission Capacity, the second letter of GTSQT, and explains why a transmission line crossing the parcel tells you almost nothing about whether the grid can actually carry your load.
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 - Where Does the Electricity Actually Come From?
Electricity doesn't begin at the substation. Somewhere upstream, someone has to generate it.
Suhail goes deep on Generation Availability, the first letter of GTSQT, and explains why a data center energizing in 2030 has to be evaluated against the power system that will exist in 2030, not today's.
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 - Why a Power Claim Is Not a Power Solution
Someone tells you a site has 100 megawatts available. That's not an answer. It's the start of an investigation.
Suhail introduces GTSQT, the deeper power diagnostic behind PACTS (Generation Availability, Transmission Capacity, Substation Readiness, Queue Position, and Timeline Certainty), and why "available" is one of the most dangerous words in data center development.
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
17 min - What PACTS Actually Tells You About a Data Center Site
A site can look fantastic on paper and still have almost no chance of becoming a data center.
Suhail lays out the full Level 1 PACTS framework, Power, Approvals, Connectivity, Thermal and Water, and Schedule, and makes the case for constraints first, economics later.
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
17 min - From Dirt to Data
A completed data center looks inevitable. A few years earlier, the same site was just dirt.
Suhail explains the idea behind the show's name, walking through every stage, power, approvals, connectivity, customer fit, and timing, that turns an ordinary parcel into digital infrastructure.
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
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.