Outsourced battery swaps fail predictably. We have inherited enough broken contracts to see the same five failure modes recur.
Failure mode 1: route drift
Swap routes built on last year heatmaps keep being run. Vehicles end up in the wrong zones by 06:00.
Fix: Rebuild routes monthly against the previous 30 days of first-ride data.
Failure mode 2: gig-labour turnover
Gig-platform crews churn fast. Each new member takes two weeks to reach full speed.
Fix: Hire locally, employ directly, brand in operator colours.
Failure mode 3: charging-grid bottlenecks
Grid sized for old fleet volume. Batteries queue through the night; some still charging at 05:30.
Fix: Monitor 95th-percentile charge completion time. When it drifts past 04:30, add grid capacity.
Failure mode 4: no morning reconciliation
Night crew leaves at 05:30. Day crew arrives at 09:00. Vehicles that missed the morning sit in the warehouse.
Fix: A 20-minute reconciliation shift at 06:00. Prevents 5 to 8% of daily uptime loss.
Failure mode 5: no MTBF feedback loop
Swap team and repair team do not talk. Degrading batteries do not reach the bench until they fail.
Fix: Tag batteries at swap with a health score. Below threshold, bench them that day.
Want these fixes applied to your fleet?
Book an Operations Audit. We diagnose the specific failure modes in your pipeline.