How AI Route Optimization Cuts Last-Mile Costs by 30%
We benchmarked 2,400 real delivery runs across three US metros. Here is what manual dispatch leaves on the table — and how AI clusters recover it.
How Kyochon F&B consolidated dispatch, store navigation, and freight settlement onto one platform — and what it took to migrate at scale.
Kyochon F&B operates one of the largest QSR delivery networks in Korea, with 1,200+ stores feeding a complex hub-and-spoke distribution system. Before Fleetune, dispatch, loading verification, store navigation, and freight settlement lived in five different tools.
“With Fleetune, we now manage dispatch, loading/unloading, store navigation, and freight settlement all in one system. Our logistics modernization accelerated dramatically.”
— Director of Logistics, Kyochon F&B
The migration playbook
- Week 1–2: zone template import from existing GIS data
- Week 3: driver onboarding (mobile app, POD photo flow)
- Week 4: parallel run — Fleetune side-by-side with legacy
- Week 5: cutover to Fleetune as system of record
- Week 6+: legacy decommissioned
Six weeks from kickoff to full cutover. Zero missed deliveries during the parallel run. Settlement reconciliation time dropped from 4 hours per day to 22 minutes.