proptech

5 articles

Appraisal Data Stack: A Guide to MLS & Public Record Data

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.

10/24/202537 min read
appraisal datadata integrationmls data
AI in Appraisals: A 2025 Vendor & Technology Analysis

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.

10/23/202523 min read
ai in appraisalautomated valuation modelavm
AI for Appraisers: LLMs, Commentary Models & USPAP Guide

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.

10/20/202523 min read
generative aireal estate appraisaluspap compliance
Appraisal Data Integration: A Guide to Top 10 Solutions

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.

10/18/202531 min read
appraisal data integrationreal estate valuationmismo
How Computer Vision Scores Property Condition (C1-C6 Ratings)

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.

10/13/202527 min read
computer visionreal estate appraisalproperty condition rating