James Soh This article speaks to all three audiences: C-level leadership, design and construction specialists, and operational leaders and the operations workforce. Let me tell you about a moment of recognition. Earlier this year I was studying for the NVIDIA NCA-AIIO certification. I came to it as someone with more than 30 years in the data center industry, and before that, as a systems administrator on a DECVax minicomputer cluster. I sat with the material on GPU architectu

Article 4: The Operations Workforce the AI DC Needs James Soh This article speaks most directly to operational leaders. The implications run through to C-level leadership and the operations workforce. There is a boundary that exists in almost every data center operations team even in Southeast Asia. It runs along the edge of the data hall. On one side, the facilities team. Power, cooling, physical infrastructure, building management systems. On the other side, the compute. Se

The AI DC Is Not a Data Center with GPUs This article speaks most directly to design and construction specialists. The implications run through to operations teams. I want to say something directly to the design and construction professionals reading this. You are not doing anything wrong. Your methodology is sound. Your experience is real. The engineering discipline you have built over years of delivering precision facilities (power distribution, MEP design, structural engin

The Blind Spot the Industry Built Into Itself James Soh This article speaks most directly to C-level leadership and business planners. The implications run through to design and construction teams. Article 1 closed with a proposition. The machine is the building again. For those of us who have spent careers in the data center industry, that is not just a historical observation. It is a strategic reorientation. And it raises an immediate question for C-level leadership: does y

Article 1: The Machine Was the Building This article speaks to all three audiences: C-level leadership, design and construction specialists, and the operations workforce. Before there were data centers, there was the machine. In the 1960s and 1970s, you did not build a facility and then decide what to put in it. You acquired the machine and built everything around it. The IBM System/360, the DEC VAX, the Cray supercomputer. The room existed to serve the computer. The power, t

James Soh Two facilities, one decision. The first is a data center in the region that has been running reliably for fifteen years. VRLA batteries in a dedicated room, approved under the codes of its era, maintained by a team that knows every string and knows what a bad cell smells like before the alarm triggers. An AI tenant is now asking about in-hall ESS. The project team has responded with a procurement document. It says “Li-ion.” The second facility is at concept design s

Battery Strategy as an Asset and Infrastructure Decision James Soh The occupancy permit is delayed. The Authority Having Jurisdiction (the AHJ, the body with legal authority to inspect, approve, and certify that a building is safe to occupy) has flagged issues during inspection that should have been caught earlier. The battery capacity was changed during the project. The drawings and specifications were updated. But the documentation submitted to the AHJ was not. The fixes ar

Subtitle: Singapore-Johor-Batam-Jakarta-EEC: New 24/7 capacity or growth bottleneck? James Soh. First published on 16th of January, 2026. Article 1 shared the race by U.S. hyperscalers to restart retired reactors—such as Microsoft’s Three Mile Island deal (835MW 2027), Meta's 6.6GW nuclear hunt, and Amazon/Google reactor contracts—because "speed-to-power" trumps everything else in the AI race. Southeast Asia faces identical pressure: regional data centers are projected to exp

James Soh. First published on 14th of January, 2026. The rise of the Speed-to-Power currency. In 2019, Three Mile Island Unit 1 powered down—a nuclear cautionary tale from the 1970s. January 2026: it's the crown jewel of AI infrastructure. Microsoft's pioneering 20-year PPA with Constellation to resurrect it as Crane Clean Energy Center (2027 target, 835MW firm power) sparked a domino effect. This "Sputnik Moment" declares: Big Tech demands  Firm Power —24/7 reliable power—mo

The "Build for Future" Framework – Strategic Resilience in the DC-CFA2 Era James Soh. First published on 22nd of January, 2026. March 31, 2026 isn't abstract. It's when IMDA's evaluation team reviews your PUE modeling, fire safety drawings, and land allocation plans, amongst other documentation. NiZn isn't a buzzword—it's what lets your submission show 100% IT utilization instead of 15% battery bunkers. As of January 2026, Singapore's DC-CFA2 (Call for Application 2) serves a

James Soh. First published on 15th of August, 2025. My interest in the rapid evolution of AI was piqued when ChatGPT-5 replaced its predecessor and lots of comments and reports about it. This change sparked diverse reactions, highlighting how AI not only transforms jobs across sectors but increasingly automates its own development. There are also governments plans about how the workforce and students can adapt thoughtfully and seize growing opportunities amid these technologi

How AI Tenants Read Your Facility James Soh Every data center developer in Southeast Asia eventually faces the same moment: a technically sophisticated AI client walks your campus, reads your design and your operations, and makes a judgment your lease team will not fully hear until weeks later. The operations supervisor knows which hall isn’t quite ready. The project manager watches the client’s engineers slow down at the battery room. The supplier notices their equipment bei

Building AI‑Era Operations Teams James Soh If you already work in data center operations, AI is not just changing the equipment in your halls. It is changing what your job looks like, where you work, and how fast your skills can grow. For HR and recruiters, the same AI wave is forcing a shift from “fill headcount” to “build a critical‑infrastructure profession” in places that are often far from city centres. For senior leaders, this is no longer a back‑of‑house topic: whether

The Speculative Build Dilemma Under Pressure from AI Data Center Clients James Soh Somewhere in Southeast Asia right now, a data center developer is about to pour concrete on a new facility—and they are making a commitment that did not exist three years ago. Build speculatively, the way the region has always built, and risk handing over a shell that cannot host the AI workloads, battery layouts, and safety regimes your most valuable prospective tenants will demand. Or slow do

Author: James Soh In a video discussion recorded in December 2025, James Soh and Chris Lamb from First Point Group delve into the "Data Center Primer," ( https://a.co/d/0cvrhjga ) a foundational book aimed at clarifying industry concepts for non-technical professionals.  The conversation emphasizes three key perspectives from the first chapter and chapter 12: - The digital fortress - The engine of the internet - The digital factory These insights highlight the critical role o

Author: James Soh, Kindle ebook published on 22th of October, 2025. Paperback edition on 28th of October 2025, Hardcover edition on 12th of November, 2025. The Data Center Primer  by James Soh is a comprehensive guide to the rapidly evolving data center ecosystem, which serves as the foundational infrastructure for artificial intelligence, cloud computing, and machine learning. Drawing from over 30 years of experience in designing and managing facilities across Southeast Asia

Subtitle: Singapore + Johor + Jakarta–Batam + KL/Selangor + Bangkok/EEC James Soh CFA2 in a “Singapore+” View Singapore’s second Call for Application for data centres (CFA2) is often discussed as a 200‑plus megawatt decision confined within one small island. In reality, it sits inside a much larger  Singapore+ corridor  that runs through Johor, Jakarta–Batam, KL-Selangor and Bangkok/EEC. The way CFA2 capacity is allocated and designed will shape not just Singapore’s AI hub am