CASE 01
Conversational operations
Conversational Booking & Dispatch
A WhatsApp-first booking and operations product shaped around how passengers, drivers and operators already coordinate in real life.
Focus: Conversational AI · Workflow design · User research · Operations · Product delivery
Problem
Taxi booking and dispatch depends on fast coordination between customers, drivers and operators across a conversational workflow.
Discovery
I interviewed working taxi drivers and tested real booking scenarios to understand how booking, driver matching and operator intervention work in practice.
Product decision
Design around an existing user behaviour: conversational booking through WhatsApp, connected to a structured workflow for qualification, matching, dispatch and human intervention.
Validation
The conversational flow is being tested against real booking scenarios ahead of pilot.
Key decisions
- Meet users in an existing communication habit
- Connect customer conversations to operations
- Keep an explicit route for human escalation