Frontend Development Notes¶

Product Analysis¶

Core Value Proposition¶

AI-powered delivery route optimization
Efficient bulk order processing
Intelligent grouping of deliveries
Visual route management

Key Pain Points Addressed¶

Order Processing Efficiency
Currently: Manual order entry and route planning
Solution: Bulk CSV upload with intelligent routing
Priority: High (Primary Focus)
Route Optimization
Currently: Inefficient delivery grouping
Solution: AI-powered route optimization
Priority: High (Core Feature)
Operational Visibility
Currently: No visual representation of routes
Solution: Interactive map visualization
Priority: High (Essential for UX)

User Personas & Use Cases¶

Aisyah (Bubble Tea Shop)¶

Primary Need: Quick processing of multiple delivery orders
Use Case: Daily bulk upload of orders with time-sensitive routing
Key Features: Fast CSV upload, priority-based routing
UI Requirements: Clear upload status, route preview

Lina (Fashion E-commerce)¶

Primary Need: Efficient nationwide delivery grouping
Use Case: Weekly bulk processing of online orders
Key Features: Distance-based grouping, cost optimization
UI Requirements: Batch processing, route adjustments

Muthu (Family Grocery)¶

Primary Need: Simple local delivery management
Use Case: Daily local delivery route planning
Key Features: Straightforward CSV upload, clear route visualization
UI Requirements: Simple interface, visual feedback

Mobile-First Design Priorities¶

1. Core Functionality¶

File Upload Interface
Drag-drop support
CSV template
Validation feedback
Route Visualization
Interactive map
Group highlighting
Distance indicators
Order Management
Group overview
Manual adjustments
Status tracking

2. User Experience¶

Touch-Friendly Interface
Large upload area
Easy map interactions
Clear action buttons
Performance
Client-side CSV parsing
Progressive route loading
Efficient map rendering
Feedback
Upload progress
Processing status
Validation results

3. Technical Stack¶

Framework: React.js
File handling components
Map integration
State management
Map: Leaflet/Mapbox
Route visualization
Interactive controls
Mobile optimization
Data Processing
CSV parsing
Route calculation
Group optimization

Implementation Plan¶

Phase 1: File Upload & Validation¶

interface Order {
  id: string;
  pickupAddress: Address;
  deliveryAddress: Address;
  groupId?: string;
  priority: number;
}

interface Address {
  lat: number;
  lng: number;
  fullAddress: string;
}

Phase 2: Route Optimization¶

interface RouteGroup {
  id: string;
  orders: Order[];
  totalDistance: number;
  estimatedTime: number;
}

Phase 3: Visual Preview¶

Map integration
Route visualization
Group management
Manual adjustments

Next Steps¶

Create upload interface wireframe
Implement CSV parsing
Build route visualization
Add group management

Last Updated: 2024-12-20T05:51:50+08:00