The Architecture of Trust: A Framework for AI-Augmented Real Estate Valuation in the Era of Structured Data

Petteri Teikari, Mike Jarrell, Maryam Azh +1

The Uniform Appraisal Dataset (UAD) 3.6's mandatory 2026 implementation transforms residential property valuation from narrative reporting to structured, machine-readable formats.…