GusoSync

GusoSync is an AI-powered, agentic bus allocation and public transit management platform. Leveraging advanced artificial intelligence, GusoSync delivers real-time decision-making for bus operations, route management, and dynamic resource allocation. The system is designed for maximum automation, efficiency, and user empowerment—making your transit network smarter and more responsive.

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Why GusoSync?

• AI at the Core:
  GusoSync’s bus allocation system is driven by intelligent agents that analyze real-time data, optimize route assignments, and dynamically respond to incidents or demand surges.
• Agentic Resource Management:
  The platform autonomously reallocates buses, assigns drivers, and adapts to real-world events—reducing manual intervention and improving operational efficiency.
• Future-Proof Transit:
  With built-in AI hooks for predictive analytics and planned integration with business intelligence tools, GusoSync lays the groundwork for next-gen urban mobility.

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Features

• AI-Powered, Agentic Bus Allocation:

  • Smart, dynamic assignment and reallocation of buses, routes, and staff using AI agents.
  • Automated incident response and resource redistribution in real time.
  • Predictive analytics (planned): anticipate demand, breakdowns, and optimize for efficiency.

• Live, Real-time Bus Tracking:

  • WebSocket-based tracking with fallback polling.
  • Instant ETA calculations and proximity alerts.

• Advanced Notification System:

  • Real-time notifications for all key events—powered by AI-driven detection of anomalies, incidents, and operational needs.
  • Central notification center, browser push, toast alerts, and API integration.
  • Priority-based styling and categorization.

• Comprehensive Management:

  • Bus and stop CRUD, operational statistics, and health monitoring.
  • Role-based access for drivers, regulators, control staff, and admins.
  • Automated user and staff allocation to critical locations based on live data.

• Reporting & Analytics:

  • (Planned) AI-generated reports, scheduled delivery, and integration with external BI tools.
  • (Planned) Automated insights and alerts based on historical and live trends.

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Key Components

• AI Agent Layer:
  (Core logic and hooks for agentic bus allocation, incident detection, and automated decision-making.)
• NotificationProvider / useNotifications:
  Manages stateful, real-time notifications with AI-driven filtering and escalation.
• useRealTimeBusTracking:
  Real-time hook for bus, route, and stop state, including AI-predicted ETAs and anomaly detection.
• Management Hooks:
  • useBusManagement / useBusManagementAPI
  • useBusStopManagement
  • useUserManagement For full CRUD and smart operational control.

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API Integration

• /api/busses — AI-powered bus management and allocation
• /api/bus-stops — Stop management
• /api/notifications — Event notification API
• /api/account/notification-settings — Personalize alerts
• /api/auth/websocket-token — Secure real-time data feeds

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Usage Example

1. Wrap your app with the NotificationProvider:

   import { NotificationProvider } from '@/components/notifications';
   
   function App() {
     return (
       <NotificationProvider>
         {/* Your app content */}
       </NotificationProvider>
     );
   }

2. Access AI-powered notifications and bus data:

   import { useNotifications } from '@/hooks/useNotifications';
   import { useRealTimeBusTracking } from '@/hooks/use-realtime-bus-tracking';
   
   function Dashboard() {
     const { notifications, unreadCount } = useNotifications();
     const { buses, routes, proximityAlerts } = useRealTimeBusTracking();
     // Your AI-driven dashboard logic here
   }

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Future Enhancements

• Scheduled, AI-generated report delivery
• Autonomous fleet and route optimization
• Predictive breakdown and demand modeling
• Multi-language and cross-agency support
• Deep integration with city-wide BI platforms

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License

MIT License. See LICENSE for details.

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Contributing

Pull requests are welcome! For major changes, please open an issue first to discuss your ideas.

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Contact

Created and maintained by Amanuel-1.