Collective Intelligence
Combines diverse AI personas with human insights for comprehensive perspective analysis
Real-time Analysis
Integrates live information and current events into AI-powered decision support
Bias Mitigation
Advanced PLAS classification system ensures balanced representation across political and lifestyle dimensions
Longitudinal Intelligence
Track opinion evolution over time with recurring questions and sophisticated trend analysis
Documentation Sections
Mission & Vision
Our core purpose and long-term vision for transforming decision-making
Audience: Leadership, Business Development
Product Requirements
Comprehensive PRD with technical specifications and feature roadmap
Audience: Product Managers, Engineers
Development Plan
Detailed development phases, milestones, and technical architecture
Audience: Engineering Teams, CTOs
Business Overview
Market analysis, cost structure, and monetization strategy
Audience: CEOs, Business Development
User Experience
User personas, journey flows, and UX design patterns
Audience: UX Designers, Product Teams
Technical Architecture
System design, mobile-first approach, and implementation details
Audience: Developers, System Architects
Technical Architecture Overview
Frontend
Next.js 15 + React 19
TailwindCSS 4
Server-Side Rendering
Backend
Firebase Functions v2
Node.js 22
Firestore Database
AI Integration
Gemini 1.5 Flash
Perplexity API
Custom PLAS System
Infrastructure
Firebase App Hosting
Authentication
Cloud Storage
Project Status
Current Development
Cost Reduction
AI Personas
Enterprise Ready