Insights

Research, analysis, and perspectives on the built world.

Technology

AI Real Estate Photo Editing: What It Means for Property Marketing Workflows

AI real estate photo editing is moving from simple enhancement into workflow automation for listing, leasing and asset marketing teams. This post explains what AI can edit safely, where disclosure matters and how institutional teams should govern the process.

May 18, 2026 ·5 min read

Workflows

Data Center Environmental Permitting Checklist: Air, Water, Noise and Stormwater

This checklist explains the environmental permitting issues data center developers should screen before site control. It covers air permits, stormwater, wetlands, noise, backup generation and where AI can help without replacing expert judgment.

May 18, 2026 ·5 min read

Asset Classes

Data Center Noise Study Requirements: What Developers Need to Model Before Entitlements

This guide explains how data center noise studies affect site selection, entitlement risk and campus design. It covers the sources that matter, the receptor analysis developers need and where AI helps teams model noise exposure before a site is too far along.

May 17, 2026 ·5 min read

Workflows

Data Center Utility Service Requests: The Workflow Developers Cannot Treat as Admin

This post explains the data center utility service request process from load definition through utility response, upgrades and milestone tracking. It separates what AI can automate from the commercial and engineering judgment developers still need.

May 17, 2026 ·4 min read

Technology

AI-Ready Data Center Design Requirements: Power, Cooling, Density, and Controls

This explainer defines AI-ready data center design requirements for developers planning higher-density compute facilities. It covers power, cooling, network, structural and controls implications, plus where AI supports design review and operations readiness.

May 17, 2026 ·5 min read

Workflows

Data Center Geotechnical Due Diligence: A Developer's Checklist

This guide explains the geotechnical due diligence data center developers need before land control. It covers soil capacity, flood exposure, seismic risk, grading, drainage and where AI can accelerate early screening without replacing engineering judgment.

May 16, 2026 ·5 min read

Asset Classes

Data Center Backup Power Requirements: What Developers Need to Verify

This post breaks down the backup power requirements data center developers need to verify before design and procurement. It covers UPS systems, generators, redundancy, fuel storage, emissions, testing and the role of AI in tracking risk across the power chain.

May 16, 2026 ·5 min read

Technology

AI Document Control for Data Center Construction: What It Can Automate

This explainer covers where AI document control fits in data center construction. It outlines the workflows AI can automate today, the human review points that still matter and how better document intelligence reduces schedule, procurement and commissioning risk.

May 16, 2026 ·5 min read

Asset Classes

Brownfield Data Center Development: When Old Industrial Sites Become AI Infrastructure

Brownfield data center development is gaining attention because former industrial sites can offer power infrastructure, transmission access and large land parcels. This post explains when brownfield sites work, where they fail and how AI-assisted due diligence helps developers screen the risk before pursuing site control.

May 15, 2026 ·5 min read