Case Study
Full-Stack Development & UX Design

Complete ADU development platformfrom research to permit-ready plans

AI-powered compliance intelligence + visual planning tools that transform ADU development from weeks of uncertainty to hours of confident planning.

85%
faster research
100%
compliance validation

Two-Phase Development Workflow

Streamlined process that connects municipal research directly to visual planning, eliminating gaps in the ADU development pipeline.

1

Research & Discovery

AI-powered municipal search

Instant Document Search
27,500+ municipal documents with sub-second results
AI-Powered Analysis
Natural language queries about complex regulations
Cross-Municipality Comparison
Compare requirements across different regions
85% faster research - Complete regulatory understanding in minutes
Research Findings
Visual Planning
2

Visual Planning & Validation

Interactive lot configuration

Drag-and-Drop Configuration
Visual ADU placement with precise measurements
Real-Time Compliance
Setback, coverage, height, and zoning checks
Municipal-Specific Rules
Apply exact bylaw data from research phase
100% compliance validation - Permit-ready plans with documentation

Complete Platform Impact

Measurable improvements across the entire ADU development workflow - from initial research to permit-ready documentation.

85%
Faster Research

From 2-4 hours to 30 seconds

100%
Compliance Validation

Real-time setback & coverage checks

Auto
Report Generation

Permit-ready documentation

27,500+
Documents

Municipal bylaws indexed

Research Phase Impact

Document Discovery
2-4 hours → 30 seconds
Cross-Municipality Comparison
Manual → Automated
AI Analysis
Complex queries answered instantly

Planning Phase Impact

Configuration Time
Hours → Minutes
Compliance Validation
Real-time feedback
Rejection Risk
High → Eliminated

Before

Manual Research
2-4 hours navigating websites
Limited Access
Fragmented documents
Manual Compliance
High error risk

After

AI Search
30-second results
Complete Database
27,500+ documents
Visual Validation
Real-time compliance

Integrated System Architecture

Sophisticated engineering that seamlessly connects document intelligence with visual planning tools for a complete ADU development platform.

System Integration

Document Intelligence

PostgreSQL + GIN indexes
Python PDF extraction
Automated scraping

Real-Time Bridge

Supabase sync
TypeScript safety
Schema validation

Visual Validation

Canvas rendering
Live compliance
PDF generation

Technology Stack

Research
PostgreSQL search
Python scraping
PDF parsing
OpenAI
Planning
Canvas rendering
Live validation
TypeScript rules
PDF reports
Platform
Next.js 15
Supabase
TypeScript
Tailwind CSS
Pipeline
Auto-discovery
Real-time index
API integration
Cross-platform
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