Client brief
The client needed a dependable last-mile layer for high-frequency dispatch with fluctuating same-day volumes, COD deliveries and neighborhood-specific routing constraints.
- Inconsistent rider density during flash-sale or payday surges.
- Escalations on unreachable customers and delayed reattempts.
- Limited control on cutoffs, POD quality and hub-to-rider handoff.