Research, analysis, and perspectives on the built world.
Market studies traditionally take four to six weeks and cost up to $25,000. AI-native workflows are compressing that to hours by automating data aggregation, comp set construction and submarket narrative generation. This post breaks down what AI handles in the market study workflow, what still requires analyst judgment and what the compression means for development teams running multiple active deals.
March 17, 2026 ·4 min read
A practical guide to AI applications in environmental due diligence for CRE development. Covers where AI adds genuine value across regulatory database parsing, Phase II document analysis and pre-Phase I screening, alongside clear limitations around ASTM compliance and data coverage. Structured for development and acquisitions teams evaluating AI for their diligence workflows.
March 16, 2026 ·4 min read