Comprehensive Plan for 'AngoLeague' Web App

### MVP Definition
**What to Include:**
1. **User Registration:** Email and social logins (Google/Facebook).
2. **Profile Management:** Basic profile setup with photo, position, and locality.
3. **Team Creation & Management:** Users can create or join teams.
4. **Game Scheduling:** Organize matches with provisional teams and track games.
5. **Feed & Notifications:** Localized feed for activities and match updates.
6. **Basic Statistics & Rankings:** Simple metrics to encourage engagement.

**What to Exclude for Now:**
- Advanced analytics and statistics.
- In-depth talent scouting features.
- Mobile app development.

### Technical Architecture
- **Frontend:** Responsive web app using React.js with Material-UI for components.
- **Backend:** Node.js with Express for server-side logic.
- **Database:** MongoDB for flexible schema and easy scalability.
- **Deployment:** Use AWS or Heroku for hosting with CI/CD pipelines.

### Tech Stack
- **Frontend:** React.js, Material-UI.
- **Backend:** Node.js, Express.
- **Database:** MongoDB.
- **Version Control:** Git/GitHub.
- **Deployment:** AWS/Heroku.

### Data Model
- **Entities:** Users, Teams, Matches, Locations.
- **Relationships:**
  - Users can belong to multiple Teams.
  - Teams can participate in multiple Matches.
  - Matches have a Location.

### Project Structure
- **Frontend:**
  - `src/components`
  - `src/pages`
  - `src/services`
  - `src/utils`
- **Backend:**
  - `src/controllers`
  - `src/models`
  - `src/routes`
  - `src/middleware`

### User Flow
1. **Home Page:** Branding with options to sign up or log in.
2. **Onboarding:** Interactive guide for setting up profiles.
3. **Dashboard:** Personalized feeds and team management.
4. **Game Management:** Schedule and view matches.

### Simple Statistics
- Number of games played.
- Win/loss record.
- Team rankings based on matches.

### Roadmap
1. **Phase 1 (MVP):** Launch core features on web.
2. **Phase 2:** Enhance with more detailed statistics and scouting tools.
3. **Phase 3:** Develop a dedicated mobile app.

### AI Integration
- **Phase 1:** Use AI for basic chat and support functionalities.
- **Phase 2:** Implement AI for match suggestions and player recommendations.

### Risks
- **Technical:** Scalability issues.
- **Product:** User adoption and engagement.

### Next Steps
1. Finalize MVP scope and begin development.
2. Set up initial user testing and feedback loops.
3. Plan for post-launch marketing and community building.