All work
Battery-swapping app & ops platform
Real-time asset visibility and workflow redesign across a distributed swapping network.
+250%operational efficiency
+40%retention
The problem
Batteries, swapping stations and field teams were tracked in separate tools. Operators found out about failures from riders, and nobody could say where a given battery was or why a station was down.
What I did
- Field research with station managers, ops teams and fleet technicians to map failure modes, alerting gaps and downtime drivers.
- Defined APIs for serialized battery inventory, stock reconciliation, swap logistics and asset movement across 850+ locations.
- Designed real-time asset health and telemetry dashboards so ops could act before riders noticed.
- Set KPIs around downtime, utilisation, MTBF proxies and SLA adherence, tracked in Mixpanel, GA and custom ops dashboards.
Outcome
Operational efficiency up 250% and rider retention up 40%; the same asset base supported 3× revenue through better utilisation and routing.