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Insights

Research, analysis, and perspectives on the built world.

Technology

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

Asset Classes

Data Center Campus Development: Site Criteria, Power Strategy, and AI Screening

This guide explains what separates data center campus development from single-building projects, including phased power, land banking, fiber diversity, cooling, zoning and construction sequencing. It shows how AI screening helps developers compare campus opportunities before committing to expensive diligence.

May 30, 2026 ·5 min read

Asset Classes

Behind-the-Meter Data Center Power: When Private Generation Changes Site Selection

Behind-the-meter power is becoming a serious option for large data center campuses that cannot wait for grid upgrades. This post explains where it works, where it fails and what developers need to underwrite before treating private generation as a site advantage.

May 29, 2026 ·5 min read

Industry

Data Center Capital Flows in 2026: Why Institutional Money Is Moving Toward Power

Institutional capital is moving into data centers because AI demand has turned power access into a scarce infrastructure asset. This post explains where the money is going, why utility readiness now matters as much as tenant demand and how developers should underwrite capital risk.

May 29, 2026 ·5 min read

Workflows

Data Center Interconnection Queue Analysis with AI: How Developers Screen Power Risk Before Site Control

Interconnection queues are one of the strongest early indicators of power risk for data center sites. This post breaks down how AI can analyze queue position, upgrade exposure, withdrawal patterns and utility filings before a developer commits to site control.

May 29, 2026 ·5 min read

Technology

Data Center Controls Integration AI: What Developers Can Automate Before Turnover

This post explains how AI can support data center controls integration before turnover. It breaks down where automation can catch mismatches across BMS, EPMS, DCIM and commissioning records and where human engineering judgment still owns the decision.

May 28, 2026 ·5 min read

Workflows

Data Center Design Review with AI: Catching MEP Conflicts Before Construction

This post lays out a practical AI design review workflow for data center development teams. It covers drawing checks, MEP coordination, equipment constraints, AI versus human review responsibilities and why the process matters before procurement and construction lock in.

May 28, 2026 ·5 min read

Industry

Data Center Demand Response in 2026: Why Flexibility Is Becoming a Development Requirement

This post explains why demand response is becoming more relevant to data center development in 2026. It connects AI-driven load growth, utility constraints, tenant reliability requirements and the practical limits of flexible operations.

May 28, 2026 ·5 min read

Workflows

Data Center Zoning Compliance with AI: How Developers Screen Ordinance Risk Before Site Control

This workflow guide explains how AI can help data center developers screen zoning, moratorium and ordinance risk before site control. It breaks the process into source collection, rule extraction, risk scoring, escalation and human review.

May 27, 2026 ·5 min read