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Yellow: A Smart Taxi Booking App for Tourists & City Travel
For Yellow, we developed a lightweight taxi booking PWA that delivers instant bookings, live driver visibility, and simple multi-day ride passes, optimized for tourists and high-demand city travel.
Services Provided
PWA Development
UI/UX Design
AI Integration
API Integration
Cloud Deployment
Client Vision
The client sought to develop a modern taxi booking platform catering to tourists and daily commuters in Las Vegas. Existing ride-hailing apps often cause friction due to surge pricing confusion, repetitive booking steps, and unclear local travel information, especially for short-term visitors.
The goal was to create a fast, reliable Progressive Web App (PWA) that worked instantly without downloads and simplified city travel. By introducing multi-day ride passes, real-time driver tracking, and smart driver allocation, the platform aimed to reduce wait times and offer predictable pricing.
Yellow was built as a single mobility platform connecting users, drivers, and operators through one system. It enabled faster pickups, better driver utilization, and consistent, stress-free travel across the city.
The Market Challenges
Urban transportation in tourist-heavy cities comes with unique challenges. The client identified several gaps in existing taxi and ride-hailing platforms as these issues created friction for users, inefficiency for drivers, and limited control for platform owners, like:
Confusing surge pricing for tourists
Multiple bookings are needed every day
Poor driver-to-user matching in busy zones
High app drop-offs due to heavy mobile apps
Limited visibility and control for fleet operators
No ride planning support for visitors
The Core Requirements
To build a reliable, tourist-friendly taxi booking platform and compete with existing ride-hailing apps, the client needed a scalable taxi booking PWA that could simplify ride booking, improve driver efficiency, and give full operational control to admins. The core requirements included:
Instant Ride Booking
A fast and simple booking flow that allows users to request a taxi in a few taps without downloading a mobile app, reducing drop-offs and improving booking completion rates.
Multi-Day Ride Pass Management
A prepaid ride-pass system for 2–3 days that lets tourists travel freely without booking each ride individually, ensuring predictable pricing and a smoother travel experience.
Real-Time Driver Tracking
A live GPS-based tracking system that shows driver location, ETA, and route progress, giving users full visibility and reducing ride-related anxiety.
Smart Driver Allocation
A system that automatically assigns the nearest available driver based on distance, availability, and traffic conditions to reduce wait time and improve ride success.
AI-Based Demand Prediction
An AI-driven engine that identifies peak demand zones and busy hours, helping admins position drivers better and maintain service availability across the city.
Driver App with Workflow Management
A driver interface that supports ride requests, navigation, trip status updates, earnings tracking, and performance visibility to help drivers complete more rides efficiently.
Admin Dashboard & Fleet Control
A centralized admin dashboard to monitor live trips, driver availability, revenue, demand heatmaps, and system performance, enabling faster and data-backed decisions.
Secure Payments with Ride History
A payment system that supports secure transactions, automated invoicing, and complete ride history for users, drivers, and admins.
Offline & Low-Network Support
A PWA-first approach that ensures the platform remains usable in low-connectivity zones, allowing bookings and updates to sync automatically when the network is restored.
Solution Provided: AI-Powered Taxi Booking PWA
SoluLab built Yellow, a full-scale AI-powered taxi booking PWA that connects users, drivers, and admins into one unified system. The platform offers fast bookings, smart driver allocation, transparent pricing, and a seamless travel experience across Las Vegas.
Cross-Platform Taxi Booking PWA
Yellow is a lightweight, high-performance PWA that works directly in the browser without app installation. Users can book rides instantly, even on low-end devices or poor networks. This reduces drop-offs and makes onboarding friction-free for tourists and first-time users.
AI-Based Smart Driver Matching
The platform uses AI-driven matching logic to assign the nearest and most suitable driver based on distance, traffic, availability, and driver performance. This reduces passenger wait time and improves ride acceptance rates. It also helps drivers complete more trips with less idle time.
Multi-Day Tourist Ride Passes
Yellow introduces 2-day and 3-day prepaid ride passes designed specifically for tourists. Users can travel freely across the city without booking each ride separately. This simplifies travel planning and removes pricing anxiety for visitors.
Real-Time GPS Ride Tracking
Users can track their driver’s live location, ETA, and route in real time. This improves transparency and builds trust during the ride experience. It also reduces customer support queries related to delays and pickup confusion.
AI-Powered Ride Demand Prediction
The admin dashboard uses AI-based ride demand prediction to identify peak zones, busy hours, and high-traffic routes. This helps operators position drivers more efficiently across the city. As a result, ride fulfillment improves and idle driver time drops.
EE0F17 with Smart Navigation
Drivers get a dedicated interface showing trip details, optimized routes, and live navigation. The system helps drivers avoid congestion and reach pickup points faster. Earnings summaries and performance insights motivate better service quality.
Build Your Own AI-Powered Taxi Booking App
At SoluLab, we build production-grade taxi booking platforms with real-time ride management, GPS tracking, and AI-powered driver coordination, ready for cities, tourism operators, and fleet businesses. If you’re planning a taxi booking app, Uber-like platform, or tourist mobility solution, our team can design and deploy it end-to-end.
Results Achieved
Faster Ride Bookings
Lower Driver Idle Time
Higher Tourist Ride Completion
Repeated Users Via Ride Passes
Platform Uptime
Higher Driver Satisfaction
Our Top-notch Tech Stack
Yellow Taxi Booking PWA – System Architecture
What Our Clients Have to Say for Us
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