Analysis Suffolk and MIT Put a Number on Construction AI. It Came From a Model, Not a Jobsite. A joint white paper with the MIT Center for Real Estate and the MIT Media Lab estimates six AI levers applied together could take 17-20% off cost and 22-25% off schedule on a sample multifamily project. The most useful sentence in it is the one explaining where those numbers come from. Hugo Pegley · Sep 18, 2026
Analysis Texas Paused 474 Gigawatts of Grid Requests. The Next Day, Caterpillar Had Its Best Quarter Ever. On August 3, Governor Abbott ordered an audit of every data center in ERCOT's interconnection queue. On August 4, Caterpillar posted a record $20.5 billion quarter on data center demand and raised guidance. Both facts are true, and the gap between them is the whole story. Hugo Pegley · Aug 18, 2026
Funding FormX Raised $12.5M as an AI Platform. Its Own Website Sells Houses. Grove Ventures led a seed round into a Bay Area company that designs, permits and builds custom homes and ADUs. The funding announcement is an AI story; the customer-facing product is a homebuilder — and the gap between the two is the thing to watch. Hugo Pegley · Aug 16, 2026
Analysis New York Paused Data Center Permits. Fifteen Days Later, an Analyst Cut Caterpillar. Executive Order 62 froze state permitting for data centers of 50 MW and up. On July 29, Baird downgraded Caterpillar and cut its target from $1,200 to $900, naming that moratorium. The constraint on the AI buildout is turning out to be permitting, not power. Hugo Pegley · Jul 30, 2026
Analysis Every Construction Tech Startup in the YC Winter 2026 Batch Y Combinator's Winter 2026 cohort — roughly 190 companies, Demo Day March 24, 2026 — included five startups building for construction, trades, and property technology. Here is every one of them: what they do, who built them, and what the batch says about where the industry is heading. Hugo Pegley · Jun 12, 2026
