Boston ZBA Intelligence Platform
Know your ZBA approval odds before you file.
The complete record of Boston ZBA outcomes: every decision, every attorney's track record, every ward's odds — and the cases most like yours.
Sample analysis
28,963
ZBA decisions analyzed
98,510
Boston parcels scored
92.8%
Citywide approval rate
22
Wards covered
How it works
From address to insight in three steps
Search an address
Enter any Boston property address to pull parcel data, zoning district, and historical context automatically.
Add project details
Specify your variance type, proposed changes, and project scope. Our model adapts to your specific request.
Get a risk read
Receive an approval likelihood score with the key drivers behind it — neighborhood trends, variance precedent, and more.
What you get
A complete intelligence platform, not just a predictor
Approval Prediction
ML odds for any Boston parcel
Ward Intelligence
Approval rates & trends across all 22 wards
Attorney Leaderboard
Which firms win most often before the ZBA
Hearing Prep
Tactical reports for your hearing
Site Finder
Parcels ranked by predicted approval likelihood
Opposition Analysis
Predicted community pushback
Built on every Boston Zoning Board of Appeals decision since 2017 — 31,000+ cases. A directional risk read from pre-hearing data, not a guarantee.
Model trained on public ZBA decision records, continuously updated as new decisions are published. Results should inform strategy, not replace professional judgment.
Pricing
Simple, transparent pricing
Start with a free demo or get a single report. Scale up when you need more.
Explore the platform with sample data
- Sample address lookups
- Limited prediction preview
- Methodology documentation
Full analysis for a specific property
- Complete risk assessment
- Factor breakdown & drivers
- Historical comparables
- PDF export
Unlimited access for active portfolios
- Unlimited predictions
- Bulk address uploads
- Ward-level analytics
- API access
- Priority support