A high-concurrency mobility platform combining Real-Time Fare Bidding, Fixed-Meter Dispatch, Multi-Modal Courier Delivery (with Photo POD), and native Easypaisa & JazzCash Settlement for private transport operators.
The Yello platform is engineered as an enterprise-grade distributed system across four decoupled technology tiers:
| Tier | Component | Technology & Version | Purpose & Key Features |
|---|---|---|---|
| Backend Core | RESTful API Framework | Laravel 12.x (PHP 8.2 / 8.3) | High-performance routing, OAuth2 Passport authentication, spatial fare calculation, transaction ledger, and commission engine. |
| Passenger App | Mobile Application | Flutter 3.x (Dart ≥3.4.1) | Native iOS & Android (`yello_user_app`), Real-Time Fare Bidding, normal metered rides, courier delivery, personal trip analytics dashboard (`fl_chart`), FaceID biometrics (`local_auth`), Easypaisa/JazzCash checkout. |
| Driver App | Mobile Application | Flutter 3.x (Dart ≥3.4.1) | Native iOS & Android (`flutter_driver`), bidding counter-offers, "My Route" destination corridor matching, on-device PDF/Excel earnings generator, in-app digital signature pad (`digitalsignature.dart`), expense/fuel tracker, background GPS (`workmanager`). |
| Telemetry & Load | Load Suite & Automation | Python 3.10+ (AsyncIO, Playwright) | 5,000-user high-concurrency stress testing, automated spatial query benchmarks, automated screenshot pipeline (`shoot.py`), and executive PDF report compilation (`build_pdf.py`). |
| Primary Database | Relational & Spatial GIS | MySQL 8.0+ Spatial Extensions | Spatial indexing (`ST_Distance_Sphere`, spatial Point datatypes via `matanyadaev/laravel-eloquent-spatial`) for sub-second driver discovery and zone polygon matching. |
| In-Memory Cache | Cache & High-Speed Queues | Redis 7.x | Live driver geolocations, session tokens, rate limiting, and asynchronous push notification queues. |
| Realtime Push | Cloud Messaging | Firebase FCM HTTP v1 | Modern OAuth2 service account messaging with high-priority wakeup payloads for foreground, background, and killed states. |
| Payment Rails | Financial Settlement | Easypaisa, JazzCash, 1Link, Cashfree | Pakistan local mobile wallet approval queues, digital in-app closed wallet, driver cashout requests, and international credit/debit card processing. |
Calculated for a baseline of 5,000 concurrent active users (1,000 active drivers broadcasting live GPS every 5s + 4,000 active searching/bidding passengers).
Contabo Cloud VPS XL or Hetzner AX41. Massive performance with zero cloud markup.
OCI VM.Standard.E4/E5 Flex (x86_64 AMD EPYC) enterprise compute with dedicated I/O and zero noisy neighbors.
Multi-instance decoupled setup with Auto Scaling EC2, RDS Aurora/MySQL, and ElastiCache.
Select your projected concurrent user capacity to calculate exact hardware requirements and monthly hosting budgets.
How owning your private mobility ecosystem generates 10x the margin of operating as a franchisee.
| Strategic Dimension | Yello Enterprise OS | inDrive (PK) | Yango (PK) | Bykea (PK) |
|---|---|---|---|---|
| Ride Mode Freedom |
True Dual-Mode Flexibility
Drivers & riders choose between Real-Time Fare Bidding or Normal Metered Dispatch on every trip.
Highest Driver Retention
|
Bidding Only Forced bidding on 100% of trips |
Dynamic Meter Only No price negotiation for drivers |
Fixed Meter Standard distance fare |
| Courier Delivery Proof |
Tamper-Proof Photo POD
Mandatory in-app camera capture of parcel handover + digital recipient signature pad.
Zero Dispute Claims
|
Basic parcel add-on; no mandatory photo sign-off. | Limited delivery presence. | Bike focused; frequent package loss disputes. |
| Commercial Ownership & Royalty |
100% Private Sovereignty
Buyer owns 100% of code, IP, and data. Zero remittance sent abroad.
100% Profit Retained
|
10% - 12% commission remitted to Cyprus. | 10% - 15% commission remitted to Europe. | Closed company; no private ownership. |
| Offline Telephone Booking |
Dual Web Dispatch Consoles
Dedicated call-center portals (`/dispatch` & `/dispatch-delivery`) capturing non-tech & airport hotel bookings.
Captures 35% Offline Market
|
None. Smartphone app only. | None. App only. | None. App only. |
| Pakistan Payment Settlement |
Native Easypaisa & JazzCash
Direct mobile wallet top-up and instant driver cashout approval queues with zero banking holdups.
|
Cash dominated; foreign card gateway. | Cards or cash; rigid payout rules. | Cash & Bykea wallet. |
| Commission Flexibility |
100% Operator Discretion
Set 5% commission, flat Rs 50/day passes, or 0% launch promotions to rapidly recruit drivers.
|
Rigid 10%–12% fixed by HQ. | Rigid 15% fixed by HQ. | Fixed platform cut. |
| Fleet Owner / Vendor Portal |
Dedicated Fleet Console & App
Third-party fleet vendors manage multi-vehicle inventory, assign drivers, and collect consolidated payouts.
|
Rudimentary. Drivers manage themselves. | Strict hub requirements. | Individual drivers only. |
End-to-end verification pipeline satisfying corporate safety mandates and government transport regulations.
Driver uploads CNIC (Front/Back), Driving License, Vehicle Smart Card, Vehicle Inspection/Fitness, and Police Verification Certificate.
Backend automatically blocks unverified accounts from switching to "Online" status or receiving ride broadcasts until compliance sign-off.
Operations staff review documents with zoomable inspector, automated 30-day pre-expiry alerts, and single-click Approve or Decline.
If declined, admin reason (e.g. "License expired") appears as a mobile alert in the driver app so they can correct and re-upload seamlessly.
Explore the specialized feature suites engineered for Passengers, Drivers, Fleet Owners, Dispatchers, and Super Admins.
Packed with both Bidding and Fixed-Meter ride options, goods delivery with photo proof, and a built-in personal analytics dashboard.
Empowers drivers with real-time bidding counter-offers, destination commute matching, on-device earnings reports, and fuel expense logging.
Enables commercial transport syndicates and taxi companies to register and monetize multiple vehicles under single ownership.
Built for call-centers, airport hotel desks, and corporate logistics dispatchers.
Institutional oversight with God's Eye radar, heat maps, geofenced polygon pricing, and 80+ RBAC permissions.
Project your daily, monthly, and yearly commission earnings as the platform owner in Pakistan.
Full OAuth2 Passport-protected API surface powering mobile applications and dispatch integrations.