Bank OZK BRAVE Mandate: What Appraisers Need to Know

The Mandate

On March 15, 2026, Bank OZK became the first major commercial lender to require structured real estate appraisal data delivery using the BRAVE standard — an open industry standard created by Valcre. Every commercial real estate appraisal submitted to Bank OZK must now include a completed BRAVE file alongside the traditional PDF report.

This is not optional. Appraisals submitted without a BRAVE file will be returned for correction, delaying the loan process and creating friction for borrowers, lenders, and appraisers alike.

Why Bank OZK Moved First

Bank OZK holds over $30 billion in commercial real estate loans, making it one of the largest CRE lenders in the country. At that scale, even small inefficiencies compound into serious operational costs.

Before BRAVE, Bank OZK's loan analysts spent an average of 45 minutes per appraisal manually extracting data from PDF reports. With roughly 3,000 commercial appraisals processed annually, that represented over 2,200 hours per year — more than one full-time employee dedicated entirely to copy-pasting numbers from PDFs into spreadsheets.

The error rate compounded the problem. Manual data entry produced inconsistencies in 4% to 7% of appraisals, requiring additional review cycles and occasionally affecting underwriting decisions. For a bank managing billions in CRE exposure, those errors carried real risk.

BRAVE eliminates both problems. Structured data means automated ingestion in minutes, not hours, with validation rules that catch errors before they reach an analyst's desk.

What Appraisers Must Deliver

Under the Bank OZK mandate, every commercial appraisal submission must include:

1. The traditional PDF appraisal report — nothing changes here
2. A BRAVE-format data file in XLSX format containing all 99 fields

The BRAVE file must match the data in the PDF report exactly. Bank OZK's ingestion system cross-references key fields (property address, appraised value, cap rate, NOI) between the BRAVE file and the PDF. Discrepancies trigger a manual review flag.

Not all 99 fields will apply to every property. A vacant land appraisal will not have tenancy or income data. Fields that do not apply should be left blank — not filled with zeros or placeholder text.

For a detailed walkthrough of every field category, see our complete BRAVE field guide.

How to Comply

Appraisers have three paths to BRAVE compliance:

Manual Completion

Download the BRAVE template (available from Bank OZK's vendor portal or from the BRAVE specification documentation), and fill in the 99 fields by hand after completing your appraisal. This approach works but adds 20 to 40 minutes per report, partially offsetting the time savings the standard creates for banks.

Template Integration

Some appraisal software vendors are building BRAVE export features into their report-writing tools. If your software supports it, you can map your existing data fields to BRAVE columns and export automatically. Check with your vendor for availability.

Automated Extraction

Services like AppraisalAPI can extract BRAVE-format data directly from your completed PDF appraisal. Upload the PDF, and the system returns a validated BRAVE file in seconds. This is the fastest path to compliance and eliminates the risk of transcription errors between your report and the BRAVE file. Appraisers using Valcre Professional or Enterprise can also export BRAVE files directly from their appraisal software.

Common Questions

Does BRAVE replace the PDF appraisal report? No. BRAVE supplements the PDF. Banks still require the full narrative report. The BRAVE file provides structured data for automated processing.

What if my appraisal software does not support BRAVE? You can fill in the BRAVE template manually or use an automated extraction service. BRAVE's use of standard XLSX/CSV formats means no specialized software is required to produce a compliant file.

Will other banks adopt BRAVE? All signs point to yes. Several regional and national banks are evaluating BRAVE adoption for late 2026 and early 2027. Read our analysis of why banks are requiring BRAVE for the broader industry context.

What happens if I submit an appraisal without a BRAVE file? Bank OZK will return the submission and request a BRAVE file before processing. This delays the loan timeline, which affects borrowers and loan officers.

Preparing for Broader Adoption

Bank OZK's mandate is a leading indicator, not an outlier. The efficiency case for structured appraisal data is overwhelming, and other banks will follow. Appraisers who build BRAVE into their workflow now — whether through manual processes, software integration, or automated extraction tools — will be positioned as preferred vendors as the standard spreads.

The cost of waiting is not just lost efficiency. It is the risk of being the appraiser who delays a closing because a BRAVE file was not included. In a competitive market, that is a reputation problem no one can afford.

Start by reviewing our guide on how to create a BRAVE file and our BRAVE compliance checklist, then establish your compliance workflow before the next mandate drops. For Bank OZK-specific field requirements and submission tips, see our detailed Bank OZK BRAVE guide.