proptech
5 articles
Appraisal Data Stack: A Guide to MLS & Public Record Data
Learn how appraisers integrate MLS, public record, and alternative data. This technical guide covers data sources, APIs like RESO, and MISMO standards.
AI in Appraisals: A 2025 Vendor & Technology Analysis
A technical analysis of AI in real estate appraisals. Compare 2025 vendor platforms, AVM technology, feature sets, and how AI addresses appraisal bias.
AI for Appraisers: LLMs, Commentary Models & USPAP Guide
A technical guide for appraisers on using generative AI commentary models. Learn how LLMs work, their benefits, risks, and how to ensure USPAP compliance.
Appraisal Data Integration: A Guide to Top 10 Solutions
Learn about appraisal data integration for real estate valuation. This guide explains 10 key solutions, including data standards like UAD/MISMO and platforms.
How Computer Vision Scores Property Condition (C1-C6 Ratings)
Learn how computer vision analyzes photos to score property condition for real estate appraisals. Explore AI methods for assigning C1-C6 ratings from images.