Blog
Insights on the BRAVE standard, CRE appraisal automation, and the future of appraisal data.
The Complete BRAVE 99-Field Reference
Every BRAVE appraisal field documented: all 99 Banking Real Estate Appraisal Valuation Exchange fields organized by category with data types, descriptions, and downloadable XLSX/CSV templates.
Read moreBRAVE Validation: How to Verify Your Appraisal Data
Learn how the official BRAVE validator at usebrave.org checks your appraisal files, plus the additional verification checks AppraisalAPI runs to catch LLM extraction errors.
Read moreThe 99 Fields of BRAVE: Complete Field Guide
A comprehensive walkthrough of all 99 BRAVE data fields organized by category, with explanations of what each section captures for CRE appraisals.
Read moreBank OZK BRAVE Mandate: What Appraisers Need to Know
Bank OZK now requires BRAVE-formatted data with all commercial appraisals submitted after March 15, 2026. Here is what appraisers must do to comply.
Read moreBRAVE vs MISMO vs UAD: Appraisal Data Standards Compared
A detailed comparison of BRAVE, MISMO, and UAD appraisal data standards covering scope, format, complexity, and when to use each for real estate valuations.
Read moreHow to Create a BRAVE File for Your CRE Appraisal
Step-by-step guide to creating BRAVE-format data files for commercial appraisals, covering manual, template, and automated extraction approaches.
Read moreCommercial Appraisal Data Extraction: Manual vs Automated
Comparing manual data entry, template-based extraction, and AI-powered automation for commercial appraisal data. Cost, accuracy, and speed analysis included.
Read moreWhat Is BRAVE? The New Standard for CRE Appraisal Data
BRAVE (Banking Real Estate Appraisal Valuation Exchange) is a 99-field data standard transforming how banks receive and process commercial real estate appraisals.
Read moreWhy Banks Are Requiring BRAVE for Commercial Appraisals
Banks lose thousands of hours annually to manual appraisal data entry. BRAVE eliminates this waste, saving 300+ hours per year for mid-sized CRE lenders.
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