Nestmate AI Platform
AI roommate matching system
Client Type / Industry
Consumer platform / housing
Challenge
Reduce failed matches and improve trust for shared housing.
Solution
Compatibility scoring with explainable attributes and in‑app messaging, backed by clear onboarding and safety rules.
System Architecture
User Interface
Profile Builder
Preferences & lifestyle questionnaire
Messaging
Secure in-app conversations
Intelligence Layer
Match Engine
AI compatibility scoring
Moderation
Reporting & safety flows
Notifications
Real-time match alerts
Data Layer
User Profiles
Preferences, verification, history
Match Records
Compatibility scores & interactions
Technologies
Base44ReactAI/LLMNotifications
Integrations
Push NotificationsEmail AlertsVerification API
Key Features
- Explainable compatibility logic
- Secure messaging
- Onboarding and verification
Results / Impact
Higher‑quality matches and safer user interactions.
Technologies Used
Base44, React, notifications
Project Duration
8 weeks
Strategic Insight
Transparent matching criteria improves trust and adoption in AI‑driven marketplaces.
