Laird Miller writes about real estate, AI systems, capital, and execution.
These notes are where Laird sharpens the ideas behind the work: build-to-rent development, underwriting, automation, entrepreneurship, property operations, capital strategy, and the discipline behind long-term execution.
AI and real estate
5 min read
Why AI Underwriting Will Change Real Estate Before It Replaces Anyone
Laird Miller on how artificial intelligence can speed up underwriting, investor analysis, and decision-making without replacing the judgment needed in real estate development.
What Build-to-Rent Teaches About Real Estate Execution
A short operating note from Laird Miller on build-to-rent development, draw tracking, lender workflows, and why real estate execution depends on clean systems.