The logistics industry is undergoing digital transformation, with mobile apps becoming essential for fleet management, shipment tracking, and supply chain optimization. This guide covers everything you need to build a successful logistics application.
Market Overview
Key Statistics:
- Global logistics app market: $18.2 billion (2024)
- Expected growth: 12.4% CAGR through 2030
- 90% of logistics companies investing in digital solutions
- Last-mile delivery apps growing fastest
Top Players:
- Uber Freight (freight matching)
- Flexport (supply chain)
- Project44 (visibility platform)
- Samsara (fleet management)
- Convoy (digital freight)
Types of Logistics Apps
1. Fleet Management Apps
- Vehicle tracking
- Driver management
- Maintenance scheduling
- Fuel monitoring
Examples: Samsara, Verizon Connect, GPS Trackit
2. Shipment Tracking Apps
- Real-time tracking
- Delivery notifications
- Proof of delivery
- Customer communication
Examples: AfterShip, ParcelTrack, 17TRACK
3. Freight Matching Apps
- Load boards
- Carrier matching
- Rate negotiation
- Document management
Examples: Uber Freight, Convoy, DAT
4. Warehouse Management Apps
- Inventory tracking
- Pick and pack
- Barcode scanning
- Stock management
Examples: Fishbowl, Sortly, Zoho Inventory
5. Last-Mile Delivery Apps
- Route optimization
- Driver apps
- Customer tracking
- Delivery scheduling
Examples: Onfleet, Circuit, Routific
6. Supply Chain Visibility Apps
- End-to-end tracking
- Analytics & reporting
- Exception management
- Supplier collaboration
Examples: Project44, FourKites, Descartes
Essential Features
Core Features (MVP)
Shipment Management
├── Create shipments
├── Assign carriers/drivers
├── Track status
├── Update delivery info
└── Generate shipping labels
Real-Time Tracking
├── GPS tracking
├── Live location updates
├── ETA calculations
├── Route visualization
└── Geofencing alerts
Driver/Carrier App
├── Job assignments
├── Navigation integration
├── Status updates
├── Proof of delivery (photo/signature)
└── Communication tools
Customer Portal
├── Track shipments
├── Delivery notifications
├── Rescheduling options
├── Feedback/ratings
└── Support chat
Admin Dashboard
├── Fleet overview
├── Performance metrics
├── Driver management
├── Reports & analytics
└── Billing management
Advanced Features
Route Optimization
├── AI-powered routing
├── Multi-stop optimization
├── Traffic consideration
├── Time window constraints
├── Load balancing
└── Fuel efficiency routing
Fleet Management
├── Vehicle maintenance alerts
├── Fuel consumption tracking
├── Driver behavior monitoring
├── Compliance management
├── Asset utilization
└── Cost analysis
Warehouse Integration
├── Inventory sync
├── Pick list generation
├── Barcode/RFID scanning
├── Stock level alerts
├── Cross-docking support
└── Returns processing
Analytics & Reporting
├── Delivery performance
├── Driver scorecards
├── Cost per delivery
├── Route efficiency
├── Customer satisfaction
└── Predictive analytics
Integration Hub
├── ERP systems (SAP, Oracle)
├── E-commerce platforms
├── Accounting software
├── CRM systems
├── TMS platforms
└── IoT devices
Technical Architecture
System Architecture
┌─────────────────────────────────────────────────────────┐
│ Mobile Apps │
│ (Driver App / Customer App / Admin App) │
└─────────────────────────┬───────────────────────────────┘
│
┌─────────────────────────▼───────────────────────────────┐
│ API Gateway │
│ (Authentication, Rate Limiting) │
└─────────────────────────┬───────────────────────────────┘
│
┌─────────────────────┼─────────────────────┐
│ │ │
┌───▼───┐ ┌────▼────┐ ┌────▼────┐
│Tracking│ │Shipment │ │ Fleet │
│Service │ │ Service │ │ Service │
└───┬───┘ └────┬────┘ └────┬────┘
│ │ │
┌───▼───┐ ┌────▼────┐ ┌────▼────┐
│ Redis │ │PostgreSQL│ │TimescaleDB│
│(Real-time)│ │ │ │(Time-series)│
└───────┘ └─────────┘ └──────────┘
External Services:
├── Maps API (Google, Mapbox, HERE)
├── Route Optimization (Google OR-Tools, OSRM)
├── SMS/Push (Twilio, Firebase)
├── IoT Platform (AWS IoT, Azure IoT)
└── Weather API (OpenWeather)
Tech Stack
Mobile Apps:
Framework: React Native / Flutter
Maps: react-native-maps / Google Maps SDK
Location: Background geolocation
Offline: WatermelonDB / Hive
Barcode: react-native-camera
Push: Firebase Cloud Messaging
Backend:
Runtime: Node.js / Go
Framework: NestJS / Gin
Database: PostgreSQL + TimescaleDB
Cache: Redis
Queue: Bull / RabbitMQ
Real-time: Socket.io / WebSockets
Search: Elasticsearch
DevOps:
Cloud: AWS / GCP
Container: Docker + Kubernetes
CI/CD: GitHub Actions
Monitoring: Datadog / Prometheus
Logging: ELK Stack
Database Schema
Shipments Table
CREATE TABLE shipments (
id UUID PRIMARY KEY DEFAULT gen_random_uuid(),
tracking_number VARCHAR(50) UNIQUE NOT NULL,
-- Sender info
sender_name VARCHAR(200),
sender_address JSONB,
sender_phone VARCHAR(20),
-- Recipient info
recipient_name VARCHAR(200),
recipient_address JSONB,
recipient_phone VARCHAR(20),
recipient_email VARCHAR(255),
-- Shipment details
weight DECIMAL(10, 2),
dimensions JSONB, -- {length, width, height}
package_type VARCHAR(50),
contents_description TEXT,
declared_value DECIMAL(10, 2),
-- Assignment
carrier_id UUID REFERENCES carriers(id),
driver_id UUID REFERENCES drivers(id),
vehicle_id UUID REFERENCES vehicles(id),
-- Status
status VARCHAR(30) DEFAULT 'created',
-- created, picked_up, in_transit, out_for_delivery, delivered, failed
-- Dates
pickup_date DATE,
estimated_delivery DATE,
actual_delivery TIMESTAMP,
-- Location
current_location GEOGRAPHY(POINT),
last_location_update TIMESTAMP,
-- Proof of delivery
pod_signature TEXT,
pod_photo_url VARCHAR(500),
pod_received_by VARCHAR(200),
-- Pricing
shipping_cost DECIMAL(10, 2),
currency VARCHAR(3) DEFAULT 'USD',
created_at TIMESTAMP DEFAULT NOW(),
updated_at TIMESTAMP DEFAULT NOW()
);
-- Indexes
CREATE INDEX idx_shipments_tracking ON shipments(tracking_number);
CREATE INDEX idx_shipments_status ON shipments(status);
CREATE INDEX idx_shipments_driver ON shipments(driver_id);
CREATE INDEX idx_shipments_location ON shipments USING GIST(current_location);
Tracking Events Table
CREATE TABLE tracking_events (
id UUID PRIMARY KEY DEFAULT gen_random_uuid(),
shipment_id UUID REFERENCES shipments(id),
event_type VARCHAR(50) NOT NULL,
-- pickup, departure, arrival, out_for_delivery, delivered, exception
description TEXT,
location GEOGRAPHY(POINT),
location_name VARCHAR(200),
recorded_by UUID, -- driver or system
recorded_at TIMESTAMP DEFAULT NOW()
);
CREATE INDEX idx_tracking_shipment ON tracking_events(shipment_id);
CREATE INDEX idx_tracking_time ON tracking_events(recorded_at DESC);
Vehicles Table
CREATE TABLE vehicles (
id UUID PRIMARY KEY DEFAULT gen_random_uuid(),
-- Vehicle info
license_plate VARCHAR(20) UNIQUE,
vin VARCHAR(17),
make VARCHAR(50),
model VARCHAR(50),
year INT,
vehicle_type VARCHAR(30), -- van, truck, motorcycle
-- Capacity
max_weight DECIMAL(10, 2),
max_volume DECIMAL(10, 2),
-- Status
status VARCHAR(20) DEFAULT 'available',
-- available, in_use, maintenance, retired
current_driver_id UUID REFERENCES drivers(id),
current_location GEOGRAPHY(POINT),
-- Maintenance
last_service_date DATE,
next_service_date DATE,
odometer_reading INT,
-- IoT
tracker_device_id VARCHAR(100),
fuel_sensor_id VARCHAR(100),
created_at TIMESTAMP DEFAULT NOW()
);
Route Optimization
Implementation with Google OR-Tools
from ortools.constraint_solver import routing_enums_pb2
from ortools.constraint_solver import pywrapcp
def optimize_routes(depot, locations, num_vehicles, demands, vehicle_capacities):
# Create routing model
manager = pywrapcp.RoutingIndexManager(
len(locations), num_vehicles, depot
)
routing = pywrapcp.RoutingModel(manager)
# Distance callback
def distance_callback(from_index, to_index):
from_node = manager.IndexToNode(from_index)
to_node = manager.IndexToNode(to_index)
return calculate_distance(locations[from_node], locations[to_node])
transit_callback_index = routing.RegisterTransitCallback(distance_callback)
routing.SetArcCostEvaluatorOfAllVehicles(transit_callback_index)
# Capacity constraint
def demand_callback(from_index):
from_node = manager.IndexToNode(from_index)
return demands[from_node]
demand_callback_index = routing.RegisterUnaryTransitCallback(demand_callback)
routing.AddDimensionWithVehicleCapacity(
demand_callback_index,
0, # slack
vehicle_capacities,
True, # start at zero
'Capacity'
)
# Time windows (optional)
# routing.AddDimension(...)
# Solve
search_parameters = pywrapcp.DefaultRoutingSearchParameters()
search_parameters.first_solution_strategy = (
routing_enums_pb2.FirstSolutionStrategy.PATH_CHEAPEST_ARC
)
solution = routing.SolveWithParameters(search_parameters)
return extract_routes(manager, routing, solution)
Real-Time Location Tracking
// Driver app - sending location
import BackgroundGeolocation from 'react-native-background-geolocation';
const startTracking = async (shipmentId) => {
await BackgroundGeolocation.ready({
desiredAccuracy: BackgroundGeolocation.DESIRED_ACCURACY_HIGH,
distanceFilter: 50, // meters
stopOnTerminate: false,
startOnBoot: true,
url: `${API_URL}/tracking/location`,
params: { shipmentId },
headers: { Authorization: `Bearer ${token}` },
});
await BackgroundGeolocation.start();
};
// Backend - receiving and broadcasting
io.on('connection', (socket) => {
socket.on('subscribe_shipment', (trackingNumber) => {
socket.join(`shipment:${trackingNumber}`);
});
});
// When location received
const updateLocation = async (shipmentId, location) => {
await redis.setex(`location:${shipmentId}`, 60, JSON.stringify(location));
io.to(`shipment:${shipmentId}`).emit('location_update', {
shipmentId,
location,
timestamp: new Date()
});
};
Monetization Strategies
1. SaaS Subscription Model
| Plan | Price | Shipments/mo | Features |
|---|---|---|---|
| Starter | $99/mo | 500 | Basic tracking, 2 users |
| Professional | $299/mo | 2,500 | Route optimization, API |
| Enterprise | $799/mo | Unlimited | Custom integrations, SLA |
2. Transaction-Based Pricing
Per-shipment fee: $0.10 - $0.50
Route optimization: $0.05/stop
SMS notifications: $0.03/message
API calls: $0.001/call (after free tier)
3. Additional Revenue Streams
- White-label licensing: $10,000+ setup + monthly fee
- Integration marketplace: Revenue share with partners
- Data analytics: Premium insights packages
- Insurance partnerships: Referral commissions
Development Cost Breakdown
MVP Logistics App
Design: $8,000 - $15,000
├── Driver app UI/UX
├── Customer tracking interface
├── Admin dashboard
└── Brand identity
Development: $40,000 - $70,000
├── Driver mobile app
├── Customer tracking (web/mobile)
├── Real-time tracking system
├── Basic route management
├── Push notifications
├── Admin panel
└── iOS + Android
Backend: $15,000 - $25,000
├── API development
├── Real-time infrastructure
├── Database design
├── Maps integration
└── Cloud setup
Third-Party: $3,000 - $5,000
├── Maps API
├── SMS gateway
├── Cloud infrastructure
└── SSL/Security
TOTAL MVP: $66,000 - $115,000
Timeline: 4-6 months
Full Platform
TOTAL: $150,000 - $300,000
Timeline: 8-14 months
Includes:
├── Complete fleet management
├── Advanced route optimization
├── Warehouse integration
├── Multi-tenant architecture
├── ERP/TMS integrations
├── Advanced analytics
├── Driver mobile app
├── Customer portal
├── Admin dashboard
└── API platform
Compliance & Regulations
Key Requirements
ELD Mandate (US):
- Electronic logging devices required
- Hours of service tracking
- FMCSA compliance
GDPR (Europe):
- Location data protection
- Driver consent management
- Data retention policies
Industry Standards:
- EDI (Electronic Data Interchange)
- GS1 standards for barcodes
- ISO 28000 (supply chain security)
Launch Checklist
Pre-Launch
- Real-time tracking tested at scale
- Offline mode working for drivers
- Route optimization validated
- Push notifications reliable
- Integration APIs documented
- Security audit completed
Driver App
- Battery optimization
- Background location working
- Offline data sync
- Camera/barcode scanner tested
Operations
- Support team trained
- SLAs defined
- Escalation procedures
- Monitoring dashboards
Conclusion
Building a logistics app requires handling real-time data, complex route optimization, and reliable offline functionality. Start with core tracking features, prove reliability, then expand to advanced fleet management.
Ready to build your logistics platform? Contact Hevcode for expert logistics app development. We have experience with real-time tracking, route optimization, and supply chain solutions.