Case Studies

Proving AI Inflection in the Real World.

How we partner with industry leaders to design, build, and ship AI-driven systems that generate tangible profit.

Transportation & Mobility

Digital Transformation of Bandung-Jakarta Shuttle Operations: GoShuttle & INEX

4 WeeksDeployment Speed to Go-Live
32%Off-Peak Occupancy Increase
100%Direct Revenue Cashflow

Operational Challenge

Conventional shuttle operations were losing margin due to invisible inefficiencies: manual ticketing with long queues, rigid pricing that left empty seats wasted during off-peak hours, manual multi-pool coordination via WhatsApp, and high capital costs for physical outlets.

Transformation Solution

We designed and integrated INEX Shuttle OS—an end-to-end white-label platform. The solution automated e-ticketing via WhatsApp, implemented real-time GPS fleet tracking, enabled seamless cashless payments, and deployed AI Yield Optimization to trigger automatic promotions for vacant seats a few hours before departure.

Results & Business Impact

In the Pasteur-Kuningan pilot route, the system successfully went live in 4 weeks. Cash leaks dropped significantly due to automatic cashless transactions, and the AI effectively filled off-peak seats with dynamic promos without starting a price war.

System Comparison: Conventional vs INEX Shuttle OS

Operational AspectBefore (Conventional System)After (INEX Shuttle OS)
Ticketing & ManifestManual counters, paper tickets, long queues, slow manual reconciliationOnline/mobile booking, automatic digital manifests via Driver App
Seat OptimizationRigid & fixed pricing, empty seats during off-peak hours are wastedAI Yield Optimization triggers automatic dynamic promos to regular commuters
Fleet TrackingManual WhatsApp groups coordination, untracked fleet positions & ETAsIntegrated real-time GPS tracking, active ETA, speed, & delay alerts
Revenue FlowCash-heavy operations at physical desks, high risk of cashier leakages100% Cashless payment gateway (QRIS, VA, e-wallet) directly to main account
Network ExpansionHigh physical CAPEX for leasing & setting up new physical outletsVirtual Pick-up Points at gas stations, partner stores, or digital stops

Activated INEX Ecosystem Modules

Core Shuttle Management System

Centralized route planning, automatic manifests, real-time multi-pool seat synchronization, and consolidated financial reports in one dashboard.

Realtime Fleet Tracking

Live GPS tracking with geofencing to compute precise passenger ETAs, monitor fleet speed, and trigger automatic delay notifications.

Interactive Seat Selection

Real-time interactive digital seat layouts preventing double-booking and accelerating self-service passenger check-ins.

AI Yield Optimization

Smart predictive engine detecting empty seats before departure and broadcasting dynamic discount promos via WhatsApp.

Virtual Pick-up Points

Digital boarding points at strategic partner locations (gas stations, minimarkets) enabling cheap and rapid route expansions.

Enterprise-Grade Security & Compliance

1
100% Direct Revenue

Cashflow goes directly to GoShuttle's bank accounts; INEX does not withhold or touch transit funds.

2
Data Privacy Protection

Passenger personal information is managed in strict compliance with the Indonesian PDP Law.

3
PCI-DSS Certified

All cashless transactions are processed via payment gateways certified to international PCI-DSS safety standards.

4
Traceable Audit Logs

Every database action, manifest change, or driver update is fully logged (who, when, and what changed).