Insights

Research, analysis, and perspectives on the built world.

Asset Classes

What Hyperscale Tenants Actually Require: A Developer's Checklist

A practitioner-level checklist for development teams evaluating sites against hyperscale tenant criteria. Covers power requirements and redundancy, cooling density thresholds, fiber and connectivity specs, physical and security standards, permitting risk and the AI workload shift that has raised the bar on all of them.

March 14, 2026 ·5 min read

Asset Classes

Fiber Connectivity Analysis: The Overlooked Variable in Data Center Site Selection

Most data center site selection processes treat fiber as a secondary check after power. That sequencing kills deals at pre-lease. This post covers what a thorough fiber connectivity analysis requires — carrier diversity, dark fiber mapping, latency geometry, redundant ingress — and how AI automates the workflow when teams are screening dozens of sites simultaneously.

March 13, 2026 ·4 min read

Asset Classes

The Data Center Development Timeline: What Takes So Long and Where AI Helps

A utility-scale data center takes 4-7 years from site identification to energization. This phase-by-phase breakdown shows where the time actually goes, where delays cluster, and where AI creates real leverage.

March 11, 2026 ·9 min read

Asset Classes

Understanding the Interconnection Queue: What Every Data Center Developer Needs to Know

The interconnection queue has become the single biggest variable in data center development timelines. This guide covers queue mechanics, cost drivers, how to monitor substation headroom, and where AI is being applied to track queue risk.

March 11, 2026 ·8 min read

Asset Classes

AI for Multifamily Development: The Tools Institutional Teams Are Using in 2026

An asset-class specific breakdown of AI deployment in multifamily development — from submarket screening and rent growth forecasting to unit mix optimization and document review.

March 10, 2026 ·5 min read

Asset Classes

AI-Driven Feasibility Studies for Data Center Development

Traditional data center feasibility takes 4–8 weeks. AI-augmented teams are doing it in 3–5 days. A technical breakdown of power, land, fiber, permitting, and market demand.

March 8, 2026 ·9 min read

Asset Classes

Hyperscale vs. Colocation: What Data Center Developers Need to Know

Hyperscale and colocation data centers require fundamentally different capital structures, site criteria, and tenant relationships. A developer's guide to evaluating each model before breaking ground.

February 15, 2026 ·7 min read

Asset Classes

Cold Storage Real Estate: The Hidden CRE Growth Sector

Cold storage demand is surging 15-20% annually as online grocery scales. With construction costs 2-3x conventional warehouses, AI-powered site selection is critical for this specialized asset class.

February 3, 2026 ·7 min read

Asset Classes

Life Sciences Real Estate: AI-Powered Lab Site Selection

With 18.7M SF of surplus lab space nationally, life sciences site selection demands precision. AI platforms analyze talent pools, funding clusters, and infrastructure to find optimal locations.

January 28, 2026 ·6 min read