What is BRAVE?

BRAVE (Banking Real-Estate-Appraisal Valuation Exchange) is a standardized, 99-field dataset delivered alongside commercial appraisal reports. It gives you clean, structured data in CSV or XLSX format, eliminating the manual data entry that currently costs your review teams 30-60 minutes per appraisal.

Think of it as structured data export that makes appraisal data immediately usable for analysis, risk monitoring, and automation.

Why should my bank adopt BRAVE?

Three immediate benefits:

1. Save time and money. Eliminate 30-60 minutes of manual data entry per appraisal. A mid-sized bank processing 500 appraisals annually saves 300+ hours and $25K-$50K in labor costs.
2. Improve accuracy. 100% data accuracy with zero rekeying errors. Instant change detection when appraisers send revisions.
3. Enable analytics. Finally unlock portfolio dashboards, trend analysis, risk monitoring, and AI capabilities. BRAVE gives you clean data ready for automation.

Who else is requiring BRAVE?

As of March 2026:

• Bank OZK (required starting March 15, 2026)
• Multiple regional banks (requiring Q2 2026 and beyond)
• Growing pipeline of banks evaluating adoption

Even if you're early to adopt, 300+ appraisal firms are ready to start delivering BRAVE.

Is BRAVE a regulatory requirement?

No. BRAVE is an industry standard, not a regulatory mandate. Banks are adopting it voluntarily because it:

• Reduces operational costs
• Improves data quality
• Enables better risk management
• Supports regulatory reporting (indirectly, through better data)

You're free to adopt it or not; but early adopters gain competitive advantages.

Who controls the BRAVE standard?

BRAVE was developed collaboratively by banks and appraisal firms. It's an open industry standard.

Governance:

• Technical committee (banks + appraisers)
• Community feedback process
• Transparent roadmap
• No single vendor control

How do we start requiring BRAVE from appraisers?

Step 1: Add  BRAVE requirement to your engagement letters.

Step 2: Notify your panel firms (many can already deliver BRAVE)

Step 3: Configure your systems to receive and import BRAVE files or sign up for the Valcre Banking to start importing BRAVE files for free immediately with no implementation or configuration required.

What if our panel firms can't deliver BRAVE?

Over 300 firms can already deliver BRAVE, including all major nationals and regionals. If a firm on your panel can't deliver BRAVE yet:

1. Check if they're Valcre customers (BRAVE export is built-in)
2. Point them to free resources at usebrave.org (mapping template to help them deliver BRAVE standard export)
3. Give them a deadline (most firms can map in 3-5 days)

Firms unable or unwilling to deliver BRAVE after reasonable notice may not be keeping pace with industry standards.

Do we need special software to use BRAVE files?

No. BRAVE  uses standard Excel files (.xlsx) or CSV files. You can:

• Import into your existing appraisal management system
• Load into SQL databases, or data warehouses
• Open in Excel, Power BI, Tableau, or any BI tool
• Use Valcre's free bank trial for storage and search

How long does implementation take?

Typical timeline:

• Week 1: Update engagement letters, notify panel firms
• Week 2: Data team configures import process | Sign up for Valcre Banking
• Week 3: First BRAVE files arrive
• Week 4: Review team sees time savings

Total disruption: Minimal. Most banks are operational in >2 weeks.

What does Valcre provide to help implementation?

Free Resources:

• Valcre Banking (free tier for unlimited imports)
  • No implementation required. 

Paid Services (Optional):

• Market Insights Pro (advanced analytics, dashboards, collaboration, product support)
• Enterprise (API access, custom integrations, dedicated support)

What are the 99 fields in BRAVE?

BRAVE organizes data into 6 categories:

1. Property Identification (15 fields) - Address, type, subtype, parcel ID
2. Appraisal Details (12 fields) - Report date, file number, intended use
3. Value Conclusions (18 fields) - As-is, prospective upon completion, prospective stabilized
4. Appraiser Information (10 fields) - Names, licenses, firm details
5. Property Metrics (22 fields) - Size, age, condition, occupancy
6. Income Approach (22 fields) - GPI, vacancy, expenses, NOI, cap rate, DCR

These are fields already in appraisal reports. BRAVE just structures them for easy import.

What can we do with BRAVE data?

Immediate use cases:

1. Stop manual data entry - Import directly into systems (45 min → 30 sec)
   • Valcre has Valcre Banking for exactly this purpose! 
2. Build dashboards - Track appraisal volume, values, property types, trends
3. Automate validation - Flag appraisals outside policy parameters
4. Track revisions - See exactly what changed in revised reports
5. Monitor appraisers - Track performance, turnaround time, data quality

Advanced use cases: 

6. Portfolio analytics - Cap rate trends, geographic concentration, market shifts 
7. Risk scoring - Automated flags for high cap rates, low DCRs, declining occupancy 
8. Comparative analysis - Benchmark similar properties across your portfolio 
9. Predictive models - ML-based loan performance prediction 
10. Market intelligence - Proprietary database of your market trends

Can BRAVE integrate with our existing systems?

Yes, you can update your existing systems to import BRAVE files that you receive from appraisers. Such as: 

• Valcre Bank Trial Database (no update required, free tier available)
• Loan Origination Systems (LOS)
• Core banking platforms
• In-house Appraisal management systems
• Data warehouses (SQL, PostgreSQL, MySQL)
• BI tools (Power BI, Tableau, Qlik)
• Risk management platforms

What if we don't have analytics infrastructure?

Option 1: Start simple. Use Excel or Power BI to analyze BRAVE files. Build a basic dashboard tracking appraisal volume and values.

Option 2: Use Valcre Banking (free). Import BRAVE files, search/filter data, export for analysis. No infrastructure required.

Option 3: Upgrade to a paid Valcre subscription when you're ready for advanced analytics, dashboards, and collaboration.

The key: Start capturing BRAVE data now, even if you're not ready for advanced analytics. In 6 months when you ARE ready, you'll have 6 months of clean data waiting.

How do we validate BRAVE files before accepting them?

Option 1: Use the free public validator at usebrave.org
Upload the BRAVE file, get instant validation results, see any errors.

Option 2 Set up automated validation rules in your import process (flag missing required fields, invalid data types, etc.)

Best practice: Ask appraisers to validate before sending. Most errors are caught in 10 seconds.

What if a BRAVE file has errors?

If you catch errors before accepting:

1. Send the file back to the appraiser
2. Ask them to fix the errors, re-export, and validate before sending back to you
   • They can use the free validator to verify the fix

If you already imported the file:

1. Note the errors for your records
2. Request a corrected BRAVE file
3. Re-import (Valcre Banking database will update the existing record)

Common errors:

• Missing required fields
• Incorrect data types (text in number fields)
• Invalid date formats

The validator shows exactly what's wrong and how to fix it.

Can we trust the data in BRAVE files?

BRAVE ensures format compliance and data structure, but it doesn't validate the accuracy of appraisal conclusions.

What BRAVE guarantees:

• All 99 fields are present and properly formatted (when applicable. Some fields may not apply to the appraisal and will be left blank. It is up to the appraiser to ensure the correct fields are populated.)
• Data types are correct (numbers are numbers, dates are dates)
• File structure matches the standard

What BRAVE doesn't guarantee:

• As-is value is reasonable
• Cap rate is supported by market data
• NOI reflects actual property performance

Your review team still reviews the appraisal quality. BRAVE just gives them the data in a format they can use immediately.

Does BRAVE cost anything?

For banks receiving BRAVE files: The BRAVE standard itself is free. Appraisers deliver BRAVE files at no additional cost to you.

Optional paid tools with Valcre:

• Valcre Banking: Free tier (unlimited imports, read-only)
• Valcre Bank Subscription: Connect with a Valcre Sales team member today to find the best package for you. 

You can start with the free tier and upgrade only if you need advanced features.

What's the ROI of requiring BRAVE?

Direct cost savings:

• Current: 45 min per appraisal for manual data entry
• With BRAVE: 5 min per appraisal (automatic import)
• Savings: 40 minutes × number of appraisals

Example (500 appraisals/year):

• Hours saved: 333 hours annually
• Labor cost saved: $25K-$50K (at $75/hour fully loaded)

Indirect benefits:

• Faster loan decisions (competitive advantage)
• Better risk management (avoid bad loans)
• Portfolio analytics (market intelligence)
• Appraiser performance tracking (vendor management)
• Foundation for AI/automation (future-proofing)

Payback period: Immediate. First appraisal processed with BRAVE saves time.

What file formats does BRAVE support?

BRAVE:

• Excel (.xlsx)
• CSV (.csv)

Can we import BRAVE files into our data warehouse?

Yes. BRAVE files are structured data that can be loaded into:

• SQL databases (PostgreSQL, MySQL, SQL Server)
• Data warehouses (Snowflake, Redshift, BigQuery)
• Data lakes
• NoSQL databases

What about data security and privacy?

BRAVE files contain the same data already in appraisal reports, nothing new or more sensitive. Handle BRAVE data with the same security standards as PDF reports:

• Store in secure systems (encrypted at rest, encrypted in transit)
• Control access (role-based permissions)
• Audit access (track who viewed/exported data)
• Follow your existing data retention policies

Valcre platforms (if you use them) are:

• SOC 2 and ISO27001 certified
• Bank-grade encryption
• Role-based access control
• Regular security audits

Can we export BRAVE data for our own use?

Yes. You own the BRAVE data you receive from appraisers. You can:

• Export to CSV for analysis in Excel, Python, R, etc.
• Load into your own databases or data warehouses
• Share with your internal teams (credit, risk, analytics)
• Use in regulatory reports

There's no vendor lock-in. BRAVE is an open standard.

Should we require BRAVE in all engagement letters?

Benefits of universal requirement:

• Consistent data across all appraisals
• Full portfolio analytics capabilities
• Simplified processes (one standard vs. mixed formats)

Alternative: Make it optional but encourage adoption. Appraisers delivering BRAVE get priority status.

What if an appraiser can't deliver BRAVE?

Short-term (first 30-60 days):

• Give them resources to get started such as the validator tool and mapping template located on it.
• Offer a grace period for firms actively working on it
• Continue accepting PDF-only for critical deals

Long-term (after 60-90 days):

• Firms unable to deliver BRAVE may not be keeping pace with industry standards
• Consider whether they should remain on your panel
• Most firms can implement BRAVE in under a week with free tools

Does requiring BRAVE affect our appraiser independence?

No. BRAVE is a data format standard, not a change to appraisal methodology or conclusions.

Requiring BRAVE is like requiring:

• PDF delivery (vs. paper reports)
• Electronic signatures
• Specific file naming conventions

It's an administrative requirement for data delivery, not a substantive appraisal requirement.

What's our competitive advantage from adopting BRAVE?

Operational advantages:

• Faster loan decisions (hours vs. days)
• Lower operational costs (eliminate manual data entry)
• Better data quality (zero rekeying errors)

Strategic advantages:

• Portfolio analytics competitors don't have
• Better risk management through data-driven insights
• Market intelligence from proprietary database
• Foundation for AI and automation

Talent advantages:

• Attract better staff (modern tools vs. manual data entry)
• Higher employee satisfaction (less tedious work)
• Retain top performers (competitive platform)

Are other banks in our market using BRAVE?

Some are. Early adopters include Bank OZK and multiple regional banks across the country.

Why this matters:

• If yes: You need to match their capabilities to stay competitive
• If no: You gain first-mover advantage in your market

Either way, adopting BRAVE positions you ahead of banks still doing manual data entry.

How does BRAVE support our digital transformation strategy?

BRAVE is a foundational piece of modern banking infrastructure:

Today: Eliminates manual data entry, improves efficiency
Tomorrow: Enables AI-powered credit decisioning, automated risk scoring, predictive analytics
Future: Positions you to leverage emerging technologies as they evolve

Banks building digital capabilities without clean appraisal data are missing a critical piece. BRAVE fills that gap.