Monorepo Structure
Winnerr uses a monorepo approach with pnpm workspaces and Turborepo for efficient development and deployment:Design Principles
1. Security-First Architecture
Multi-tenant Isolation
Complete data separation between organizations at the database level
Zero-Trust Authentication
Every API request requires valid authentication with organization context
End-to-End Encryption
Sensitive data encrypted in transit and at rest
Audit Logging
Complete audit trail for all sensitive operations
2. Real Estate Domain Modeling
Unlike generic CRMs, Winnerr’s architecture is purpose-built for real estate:- Property-Centric Design: All entities relate back to properties
- Deal Lifecycle Management: Built-in pipeline stages and commission tracking
- Communication Workflows: Integrated phone, SMS, and email systems
- Compliance Features: Built-in support for real estate regulations
3. AI-First Integration
AI capabilities are not bolt-on features but core architectural components:- Voice Processing Pipeline: Real-time voice commands and transcription
- Sentiment Analysis Engine: Continuous call and communication analysis
- Predictive Analytics: Lead scoring and market trend analysis
- Context-Aware Assistance: AI that understands real estate workflows
Technology Stack
Frontend Technologies
Next.js 15
App Router, Server Components, TypeScript, and advanced caching
shadcn/ui
Modern, accessible component library built on Radix UI
Tailwind CSS
Utility-first CSS framework for rapid development
Liveblocks
Real-time collaboration features like presence and cursors
Backend Technologies
Node.js + TypeScript
Type-safe backend development with modern JavaScript
Prisma ORM
Type-safe database access with PostgreSQL
Clerk Authentication
Multi-tenant authentication with organization support
Socket.IO
Real-time communication and presence tracking
Integration Technologies
Twilio
Voice calls, SMS, and programmable communications
Nylas
Email and calendar integration across providers
Stripe
Payment processing and subscription management
R2/S3
Scalable file storage for documents and recordings
Core Architecture Patterns
1. Multi-Tenant Data Architecture
Every database query includes organization context to ensure complete data isolation.2. API-First Design
3. Event-Driven Architecture
Database Design
Core Entities
The database schema centers around real estate workflows:Multi-Tenancy Implementation
Every table includesorganizationId for data isolation:
Communication Architecture
Unified Communication Hub
All communication channels flow through a unified system:Real-Time Features
AI Architecture
Voice Processing Pipeline
Lead Scoring Engine
Security Architecture
Authentication Flow
Data Protection
Encryption at Rest
All sensitive data encrypted using AES-256 in the database
Encryption in Transit
TLS 1.3 for all communications, certificate pinning
Secret Management
API keys and secrets stored in encrypted environment variables
Audit Logging
All sensitive operations logged with immutable audit trail
Scalability Considerations
Horizontal Scaling
- Database: Read replicas for analytics workloads
- API Servers: Stateless design enables easy horizontal scaling
- File Storage: R2/S3 for infinite storage scaling
- Real-time: Realtime provider channels plus database-backed event state
Performance Optimization
- Caching Strategy: Database-backed durable state plus scoped in-memory request caches
- Database Optimization: Proper indexing and query optimization
- CDN Integration: Global content delivery for static assets
- Code Splitting: Lazy loading for optimal bundle sizes
Monitoring & Observability
Error Tracking & Performance
Sentry Integration
Real-time error tracking and performance monitoring
Structured Logging
Comprehensive logging with proper log levels and context
Analytics Pipeline
PostHog for user behavior and feature usage analytics
Health Checks
Automated health monitoring for all services
Business Metrics
Next Steps
Database Design Deep Dive
Explore the complete database schema and relationships
API Architecture
Learn about our API design patterns and best practices
Real-time Features
Understand our WebSocket and collaboration architecture
This architecture is designed to scale from individual agents to large enterprise brokerages while maintaining security, performance, and developer experience.