Case StudyAutomotive Components
Auto Components: Dispatch reliability recovery across multi-line orders
An auto-component supplier improved on-time dispatch by connecting order confirmation, material readiness, and line scheduling.
19 Apr 20261 min readBy AICAN Customer Team

Automotive Components | Late dispatches were eroding OEM trust
An auto-component supplier improved on-time dispatch by connecting order confirmation, material readiness, and line scheduling.
The Reality
- Sales promised dates without checking real capacity and stock.
- Priority jobs bypassed standard planning, creating line turbulence.
- Dispatch teams discovered shortages too close to shipment windows.
The Cost
- Penalty risk on delayed lots and strained OEM communication.
- Expedite purchases increased material cost variability.
- Overtime spikes due to preventable planning misses.
The Fix
Digitize
- Unified order intake with material and capacity checks.
- Created dispatch readiness views for every confirmed order.
- Digitized blocker reasons to reduce verbal escalation.
Optimize
- Introduced order risk scoring by material, routing, and load.
- Balanced production queues with dispatch SLA visibility.
- Enabled daily exception dashboards for operations heads.
Scale
- Triggered proactive delay alerts and alternate-plan suggestions.
- Automated handover from sales confirmation to production planning.
- Used AI trend signals to forecast end-of-month dispatch pressure.
The Result
Before: Dispatch promises were reactive and frequently missed.
After: On-time dispatch consistency improved, with fewer last-minute fire drills and lower expedite spend.
Digitize what you have. Optimize what you can see. Scale what you have earned.
