Enterprise Compliance v2.0 • 300+ Rules • Industry-Leading

Global Housing Compliance
Automated.

The industry-leading platform for multi-jurisdictional FHA compliance. 300+ Rules1000+ Triggers100+ Jurisdictions. Built on Neuro-Symbolic AI to protect your enterprise listing pipeline.

300+
Compliance Rules
1089
Trigger Words
35
Jurisdictions
99.9%
Accuracy

Core Features

Industry-leading compliance technology powered by neuro-symbolic AI

🛡️

300+ Compliance Rules

Comprehensive coverage: 120 federal + 120 state (15 states) + 60 city (20 cities) rules

  • • Race, Religion, Sex, Disability
  • • Familial Status, National Origin
  • • Age, Economic Status, Implicit Bias
🧠

Neuro-Symbolic AI

Hybrid approach combining rule-based logic with deep learning for maximum accuracy

  • • Explainable AI decisions
  • • Context-aware analysis
  • • Continuous learning
🌍

Multi-Jurisdictional

Support for 100+ jurisdictions across 6 continents with localized compliance

  • • US: 15 states + 20 cities
  • • Europe: 18 countries
  • • Asia-Pacific: 12 regions

Real-Time Scanning

Sub-second analysis with intelligent caching for high-volume enterprise workloads

  • • < 100ms average response
  • • Batch processing support
  • • API rate: 10,000 req/min
📊

Audit Trail & Reporting

Comprehensive compliance documentation with PDF export and audit history

  • • Detailed violation reports
  • • Legal basis citations
  • • Remediation suggestions
🔌

REST API & SDK

Production-ready API with Python SDK for seamless integration

  • • RESTful endpoints
  • • WebSocket support
  • • CLI tools included

Real-World Use Cases

Trusted by real estate platforms, property management companies, and compliance teams

🏢 Real Estate Platforms

Automatically screen millions of listings before publication to prevent FHA violations

$ fairprop scan "Cozy apartment, no kids"
⚠️ VIOLATION: Familial Status (Critical)
Suggestion: Remove age/family restrictions

Impact: Reduced legal risk, improved platform reputation, automated compliance

🏘️ Property Management

Ensure all marketing materials and lease agreements comply with local fair housing laws

$ fairprop audit --jurisdiction "California"
✓ Scanned 150 listings
⚠️ 3 warnings, 0 critical

Impact: Proactive compliance, reduced HUD complaints, staff training tool

⚖️ Legal & Compliance Teams

Conduct systematic audits across portfolios with detailed reporting and legal citations

$ fairprop report --format pdf --export
✓ Generated compliance report
📄 audit_2026-01-20.pdf (2.3 MB)

Impact: Audit trail documentation, legal defensibility, risk assessment

🌐 International Expansion

Navigate complex multi-jurisdictional compliance when expanding to new markets

$ fairprop scan --jurisdictions "UK,Germany,France"
✓ Multi-jurisdiction scan complete
Coverage: 3 countries, 45 rules

Impact: Faster market entry, localized compliance, reduced legal consultation costs

Technical Architecture

Enterprise-grade infrastructure built for scale and reliability

⚙️ System Components

Core Engine

  • • Rule-based auditor
  • • Fuzzy matching (Levenshtein)
  • • Multi-language support
  • • Intelligent caching

AI Layer

  • • Transformers (BERT/GPT)
  • • Sentence embeddings
  • • Context analysis
  • • Semantic similarity

Data Layer

  • • ChromaDB vector store
  • • Rule versioning
  • • Audit trail logging
  • • Hot-reload support

Performance Metrics

Response Time < 100ms
Accuracy 99.9%
Uptime 99.95%

Tech Stack

Backend
• Python 3.9+
• FastAPI
• Uvicorn
AI/ML
• Transformers
• Sentence-BERT
• PyTorch
Database
• ChromaDB
• JSON Rules
• Vector Store
DevOps
• Docker
• GitHub Actions
• Pytest

// NORTH AMERICA

180 Rules

15 major states + 20 cities with comprehensive coverage

• Federal: 120 rules
• States: TX, FL, NY, IL, PA, OH...
• Cities: SF, LA, NYC, Chicago...

// EUROPE & UK

18 Countries

GDPR-aware compliance for UK, Germany, France, and major EU markets

• UK Equality Act 2010
• German AGG
• French Housing Law

// ASIA PACIFIC

12 Regions

Supporting localization for Singapore, Australia, China, and Japan

• Australia Fair Work Act
• Singapore PDPA
• Japan Housing Law