Insights

Research, analysis, and perspectives on the built world.

Asset Classes

Power Analysis for Data Center Sites: What to Model, Where to Get the Data, and How AI Helps

A technical breakdown of the five components of power analysis for data center site selection, covering utility capacity, transmission constraints, interconnection queue timelines, rate structures, and PPA viability, with a guide to public data sources and where AI accelerates the process.

April 10, 2026 ·4 min read

Asset Classes

Student Housing Development in 2026: Demand Dynamics, Site Criteria, and Where AI Fits

Student housing is outperforming conventional multifamily on most institutional benchmarks, driven by on-campus housing deficits and enrollment growth at Tier 1 and Tier 2 universities. This post covers the site criteria that actually drive underwriting, the supply-demand dynamics shaping the best opportunity markets, and how AI is compressing enrollment analysis, proximity mapping, and zoning research.

April 9, 2026 ·5 min read

Asset Classes

Last-Mile Logistics Real Estate Development: Site Criteria, Tenant Specs, and Where AI Fits

Last-mile logistics facilities face uniquely constrained site requirements: proximity to dense urban markets, high dock door ratios, and growing power demands for EV delivery fleets. This post covers the technical site criteria, 2026 market dynamics in infill industrial submarkets, and where AI is compressing the development process from site screening to pro forma.

April 8, 2026 ·5 min read

Asset Classes

Senior Housing Development in 2026: Site Criteria, Care Levels, and Where AI Fits

Senior housing spans four distinct care levels, each with different regulatory requirements, staffing models, and demand drivers. This post covers the 2026 development opportunity, the site criteria that actually matter for institutional teams, and where AI is compressing analysis time across screening, regulatory mapping, and pro forma modeling.

April 7, 2026 ·5 min read

Asset Classes

Adaptive Reuse Real Estate Development: What AI Can Analyze That Conventional Feasibility Misses

Adaptive reuse projects are technically complex to underwrite and increasingly attractive as office vacancy rates rise in gateway markets. This piece covers the structural, regulatory, and financing variables that make conversions hard to analyze and shows where AI accelerates feasibility screening, MEP scoping, and capital stack modeling before a team commits significant resources.

April 6, 2026 ·4 min read

Asset Classes

Industrial Real Estate Development: Site Criteria, Tenant Requirements, and AI's Role

Industrial real estate development is entering a more rigorous underwriting environment after the pandemic demand surge. This post covers site criteria by asset type, tenant requirement-driven program design, build-to-suit vs. spec considerations, and how AI is compressing the site screening and permitting workflow for industrial developers.

April 2, 2026 ·5 min read

Asset Classes

Commercial Solar Development: Site Criteria, Process, and What AI Automates

Commercial solar development requires stacking irradiance, grid access, land criteria, permitting, and offtake analysis before a site can advance. This guide covers each criterion at the practitioner level, including where interconnection queue dynamics are creating the biggest bottlenecks in 2026. Includes a breakdown of where AI compresses the site screening and advancement process.

April 1, 2026 ·5 min read

Asset Classes

What Is a Hyperscale Data Center? Requirements, Development, and Investment

A definitive guide to hyperscale data centers covering what they are, who the major tenants are, site selection requirements (power, land, fiber, permitting), development playbook structures, and investment characteristics. Includes how AI is accelerating site analysis and underwriting for hyperscale developers.

March 30, 2026 ·4 min read

Asset Classes

Data Center Site Selection: The Complete Developer's Guide

Data center site selection requires evaluating power availability, land control, fiber connectivity, permitting timelines, and cooling infrastructure before committing capital. This guide walks through each criterion, the market-specific variables that drive development decisions, and where AI is compressing multi-week analysis into hours.

March 29, 2026 ·6 min read