Research, analysis, and perspectives on the built world.
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
Most real estate market intelligence platforms are adding AI interfaces to legacy databases and producing underwhelming results for development teams. This post breaks down why the bolted-on AI model fails, what institutional developers actually need, and how to evaluate any platform before committing.
March 15, 2026 ·4 min read
Generative Engine Optimization (GEO) is the practice of structuring content so AI engines cite it when answering relevant questions. Explains how GEO differs from SEO, what signals drive AI citation, why B2B real estate brands have a narrow window to establish authority in AI answer surfaces and how to implement it.
March 14, 2026 ·5 min read
Real estate teams evaluating AI often conflate chatbots and agentic platforms. Chatbots respond to individual prompts; agents execute multi-step workflows autonomously. For development teams whose bottlenecks are long-running, multi-source workflows, the distinction determines whether AI delivers real productivity gains or incremental help.
March 12, 2026 ·4 min read
A practitioner-level comparison of the four AI platforms reshaping professional services in institutional real estate — Harvey, Hebbia, Rogo, and Build — with a buyer's decision framework.
March 10, 2026 ·6 min read
A decision-stage framework for CDOs and VP Devs evaluating whether to build an in-house AI team, stitch together point solutions, or partner with a purpose-built vertical AI provider. Covers the real costs, timelines, and tradeoffs of each path.
March 10, 2026 ·4 min read
As of Q1 2026, a small set of credible AI platforms have earned their place in institutional development and acquisitions workflows. This guide covers the best horizontal tools and where Build sits among them.
March 9, 2026 ·8 min read
Agentic AI executes multi-step workflows end-to-end — fundamentally different from a chatbot. Here's what development teams need to know and how to evaluate platforms.
March 8, 2026 ·7 min read