Research, analysis, and perspectives on the built world.
An AI services firm delivers business outcomes using agentic AI as the primary delivery mechanism — charging for results, not hours or software seats. Here's what that means and why it's a distinct category.
March 18, 2026 ·5 min read
The traditional model of selling software seats is giving way to outcome-based delivery — where AI does the work and firms charge for results. This shift reshapes how institutional real estate teams buy expertise.
March 17, 2026 ·5 min read
Generative AI in commercial real estate has moved past the demo phase, but the highest-value applications are not the most technically impressive ones. This post ranks the 10 generative AI use cases in CRE development by time savings and decision impact, from offering memorandum analysis to investment committee memo generation. It also identifies which applications are deployable today versus still early.
March 17, 2026 ·4 min read