Research, analysis, and perspectives on the built world.
Regional banks have retreated from CRE construction lending since 2023, and private credit funds have stepped in to fill the gap. This post covers who the major private credit lenders are, how their terms differ from bank construction loans, and what the shift means for development team underwriting and lender relationship strategy in 2026.
April 8, 2026 ·6 min read
Broad import tariffs on steel, aluminum, lumber, and equipment are materially shifting construction costs for commercial real estate developers. This piece breaks down which cost categories carry the most exposure, how to model tariff scenarios at the line-item level, and where AI helps development teams stay current as trade policy moves faster than project timelines.
April 6, 2026 ·4 min read
Real estate development consulting covers feasibility analysis, project advisory, capital markets support, and technical review across complex asset classes. This guide explains the scope, typical fee structures, and when outside consulting adds the most value, plus how AI-native firms are compressing cost and timeline.
April 4, 2026 ·4 min read
Site selection companies help developers and corporations identify and evaluate locations for new facilities, covering market screening, site analysis, and incentive negotiation. This guide explains how they work, what they charge, and where AI-native tools are compressing the traditional analytical layer.
April 4, 2026 ·4 min read
Digital infrastructure funds from DigitalBridge, Stonepeak, Blackstone, and others have committed over $100 billion to data centers, fiber, and towers. This piece explains fund structures, return profiles by risk tier, and what real estate developers need to know to position for partnership capital.
April 3, 2026 ·4 min read
AI-native services firms replace the analyst pyramid at its foundation, not at the margin. This piece explains what the AI-native delivery model looks like, how to distinguish it from AI-enhanced traditional firms, and why institutional real estate development is the clearest case study for the shift.
April 3, 2026 ·5 min read
Real estate development combines high workflow density, rich data availability, deal velocity pressure, and an established outsourcing baseline -- making it one of the strongest verticals for AI-native professional services firms.
April 2, 2026 ·4 min read
When due diligence, site analysis, and investment memo prep are delivered as a service rather than built in-house or outsourced to consultants, the economics and workflow of institutional development teams change fundamentally.
April 1, 2026 ·4 min read
Institutional capital is deploying into data center development through four distinct structures: digital infrastructure funds, large manager platform plays, public REITs, and sovereign wealth direct investment. This piece covers how each vehicle works, what return profiles look like, and what institutional fund managers are evaluating in development partners.
April 1, 2026 ·5 min read