AI Workforce for Pre-Construction Compliance
AI-Powered Site Plan Reviewfor City Planners & Architects.
On average, municipal Planning teams review 40+ site plans monthly. We pre-check 60% of that work automatically with sheet-level annotations and exact code citations.
Stop being the human search engine for zoning codes and ordinance. Let AI handle the routine so you can focus on strategic work that actually requires your expertise.
Backed by
Currently deployed with City of Berkeley, CA (Pop. 125K) and City of Riviera Beach, FL (Pop. 35K)
1
Acme_SitePlan_v3.pdf
24 pages · 8.4 MB
✓ Done
2
SCANNING · 47 CHECKS
3
Compliance Flags
2 issues
Zoning District
R-2 Multi-Family · Confirmed
✓
Front Setback
Proposed 20ft · Required 20ft
✓
Side Setback
Proposed 3.2ft · Required 5ft
✗
Parking Count
4 stalls provided · 4 required
✓
Building Height
Proposed 33.8ft · Max 35ft
⚠
42 passed · 2 Issues
View report →
Testimonial
Cities That Made the Switch
"Conflation Labs has become our go-to co-pilot for zoning and site review. Instead of spending hours each week responding to 'What can I build here?' inquiries, staff now receive clear, map-based answers in seconds."
J.D. Suarez, Senior Planner
City of Riviera Beach, FL
Population: 35,000
Their Results After 3 Months:
76% reduction in routine counter inquiries
4 hours/week saved per planner
Public satisfaction scores increased
How It Works
AI Agents for Superhuman Efficiency
Research Agent
Ask a question in plain English
Get personalized results with maps and citations
Site Plan Review Agent
Upload your site plan PDF
AI performs automated compliance check
Research Agent
What Research Agent does for you
Search ordinances
Links directly to exact document location and code section
Parcel permissions
"Can I open a bakery at 123 Main St?"
Land use lookup
"Where can I open a bakery in the city?"
Scenario planning
"If not a hair salon, can I open a massage business on the same site?"
Automatic calculations
FAR, parking requirements, signage dimensions
Grant writing assistance
Helps draft grant applications with proper formatting and requirements
Site plan first pass review
Surfaces compliance issues before formal submission
Site Plan Review Agent
Automated compliance checks
Upload permit site plan and get instant feedback on Zoning and other compliance issues before your first review.
Zoning ordinance verification
Setback requirement validation
Parking calculation review
Building height compliance
Overlay district checks
And many more compliance checks...
“We went from 40+ zoning inquiries per day to under 10. The AI handles the routine questions so our planners can focus on complex development reviews.”
Planning Department Director
75%
Reduction in routine inquiries
$75K
Annual savings
1 week
To deployment
Trusted by Industry Leaders
Calculate Your Potential Savings
Discover how much your municipal departments could save with AI-powered regulatory research
Adjust Your Department's Metrics
Number of Staff
5
Average Annual Salary
$75,000
Weekly Hours on Inquiries
20 hrs
Your Savings Potential
Annual Savings
$0
Based on 70% efficiency improvement
Platform Investment
$18,000/year
Net Annual Savings
$0
💡 Real Impact: Our pilot municipalities report 70-80% reduction in routine inquiry handling time, freeing staff to focus on complex planning and development projects.
Calculate Your Savings
See how much your department could save with AI-powered regulatory research.
Annual Savings
$0
Based on 70% efficiency improvementPlatform Investment
$18,000/year
Net Annual Savings
$0
Number of Staff
5
Avg. Annual Salary
$75,000
Weekly Hours on Inquiries
20h
💡 Pilot municipalities report 70-80% reduction in routine inquiry time.
Build the Municipal AI you actually want
We're selecting 5-8 municipal partners to shape the product. Free access during the design phase. 1-2 hours of feedback per week.
3 spots remaining for Q1 2026
Open for Partnership
Resellers, MSPs & system integrators serving the public sector
We partner with companies that want to resell or co-brand Conflation Labs' AI for their government clients. If that's you, let's talk.
Get in Touch