INTELLIGENCE ARCHIVE

proptech

Insights

From Single-Tool AI to Multi-Tool Orchestration: What the Latest Agent Research Means for Smart Buildings

A new academic survey maps how AI agents are evolving — and the trajectory it describes is exactly the one commercial buildings are now on. The shift For the past two years, "AI in buildings" has mostly meant single-purpose tools: a fault-detection…

2 min read
Library Report

The building doesn't care what the model remembers

A viral AI paper got the headline wrong. The real lesson underneath it is the one every operator evaluating "AI for buildings" should be testing for.

2 min read
smart-buildings

Willow vs CIM vs Facilio: Smart Building Platforms Compared (2026)

Willow, CIM and Facilio are three widely used smart building platforms that solve different problems. Willow builds a digital twin of a property's data. CIM analyses building performance and energy to cut operating cost.

2 min read
Smart Buildings

Willow vs CIM vs Facilio: Three Smart-Building Platforms, Three Different Jobs

"Willow vs CIM vs Facilio?" is one of the most common smart-building software questions — and the framing is wrong. These three aren't running the same race.

2 min read
Library Report

The GP Studio wave — the AI operating stack for emerging CRE GPs

The short version. A new capital-formation model — the "GP Studio" — is forming fast around emerging commercial real estate operators. It takes co-GP or operating-company equity in differentiated small managers and hands them the back office so they…

4 min read
intelligence

The APAC Gateway: Why Singapore's BCA Green Mark Is the Next LL97 for Global PropTech

AISB Editorial | 2026-04-22 · v1.3 — expanded with IREUS MEI diagnostic, Dark 2028 supply data, and Measurabl partner framing Research pipeline: 9-source primary research compendium (~128 pages, ~540 citations) → verification → editorial synthesis →…

12 min read