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Research, analysis, and perspectives on the built world.
BIM in Data Center Construction: How Developers Get Value From the Model
BIM is the coordination backbone for data center construction, enabling clash detection, MEP coordination, and prefabrication support in projects where system density makes conflicts expensive. This guide covers the core BIM use cases, where AI adds value in 2026, practical limitations, and how developers should define BIM requirements before project kickoff.
June 13, 2026 ·5 min read
Zero-Water Cooling for Data Centers: What Is Ready Now
Microsoft’s zero-water cooling design shows where the market is headed, with lower water use and new siting options. The real question is where the technology is ready today and where it remains early.
June 10, 2026 ·4 min read
What Is PropTech? A Practical Definition for Real Estate Development Teams
PropTech is not every software tool in real estate. This guide defines the category for development teams, shows where AI agents fit and explains why data governance now matters more than buzzwords.
June 7, 2026 ·5 min read
What Is PropTech? A Practical Definition for Development Teams
PropTech means digital tools for real estate, but the term is too broad to guide institutional development decisions. This piece defines PropTech, separates it from AI-native delivery and explains what development teams should evaluate before buying technology.
June 6, 2026 ·5 min read
AI Data Center Capacity Planning: From Rack Density to Workload Forecasts
This post explains how AI data center capacity planning has shifted from static space planning to dynamic workload, power and rack-density modeling. It covers training versus inference demand, high-density GPU systems, site constraints and where AI can support capacity decisions without replacing engineering judgment.
June 4, 2026 ·5 min read
AI for Data Center DCIM: What Developers Need Before Operations Handoff
This post explains how AI is changing data center infrastructure management and what developers need to prepare before handoff. It covers DCIM, EPMS, BMS, CMMS and ITSM integration, the difference between deployable analytics and early autonomous operations and the data requirements that must be captured during development.
June 2, 2026 ·5 min read
Liquid Cooling Retrofits for AI Data Centers: What Is Deployable in 2026
Liquid cooling retrofits are becoming a core question for data center owners as AI racks exceed conventional air-cooling limits. This post explains the deployable retrofit options in 2026, including rear-door heat exchangers, direct-to-chip liquid cooling and immersion cooling.
June 1, 2026 ·5 min read
Data Center Fire Protection AI: How Developers Screen Battery Risk
This post explains how AI can help data center developers screen fire protection requirements tied to lithium-ion UPS systems, detection, suppression and code coordination. It separates what AI can review from what fire protection engineers and AHJs still decide.
May 31, 2026 ·5 min read
The Best AI Tools for Real Estate Agents in 2026, and Why Developers Need a Different Stack
This guide explains the main AI tool categories real estate agents are using in 2026, from listing copy to lead follow-up and image analysis. It also clarifies why institutional real estate development requires a different AI stack built around site selection, diligence, underwriting and investment committee preparation.
May 30, 2026 ·5 min read