Engagements

Human-delivered app analytics work for shared micro-mobility operators — reviews, clinics, and depot briefs grounded in Malaysian city traffic and weather.

Each engagement starts with an export sample from your rider app and a call with the person who moves vehicles on the ground. We do not sell software access; we deliver findings, ranked actions, and a debrief you can hand to partners.

Analysis brief for field crews · From MYR 4,600 per corridor

Depot Rebalancing Brief

Hour-of-day heat and weekend spikes translated into a practical vehicle move plan for one city corridor.

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Half-day clinic + written notes · From MYR 3,200 per clinic

First-Ride Retention Clinic

A focused walkthrough of why new riders stall after unlock — payment steps, geofence refusals, and helmet prompts that quietly end first trips.

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Desk review + live debrief · From MYR 8,400 per fleet corridor

Fleet Analytics Review

A two-week review of rider-app events and depot notes that ranks retention leaks and idle clusters for one Malaysian fleet.

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