ONETranslate a real operational need into a clear digital product.
The product required connected user journeys, reliable data handling and administration without making the experience unnecessarily complex.
Subscription-Based Cab Platform
Cabzi
A driver-first mobility ecosystem designed around subscriptions instead of per-trip commission.
PlatformsFlutter · Firebase · Admin
Current StageIn development
DeliveryPlatform architecture & build
PROJECT OVERVIEW
Product thinking connected to business operations.
A driver-first mobility ecosystem designed around subscriptions instead of per-trip commission.
This case study reflects the project’s confirmed scope and current development stage. It does not claim features or outcomes that have not yet been completed or publicly launched.
A modular product structure connecting users, data and operations.
TWS ONE defined the workflow, interface system, backend structure and operational controls required for the current product stage.
A product foundation aligned with the next development milestone.
The result is an active or in-development system with a clear roadmap for testing, deployment, operations and future improvements.
KEY PRODUCT CAPABILITIES01 02 03 04 05 06
Designed around practical use cases.
Subscription Model
Driver monetisation designed around monthly subscription instead of trip commission.
Multi-Vehicle Platform
Bike, auto and car categories within one mobility ecosystem.
Driver Operations
Onboarding, approval, subscription status and online availability.
Location Systems
Live driver location and route-oriented architecture.
Admin Controls
Driver review, caps, status and operational visibility.
Scalable Product Roadmap
Driver app first, followed by admin and rider experiences.
OUR ROLE & APPROACH
From requirement clarity to a maintainable product system.
The engagement connects product discovery, user journeys, interface design, development architecture, testing and operational controls.
Discovery
Business model, users, roles, workflow and success criteria.
Experience Design
Navigation, information architecture, screens and interaction states.
Engineering
Frontend, Firebase/backend, APIs and administration.
Validation
Testing, deployment readiness and roadmap refinement.
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