Case StudyHeavy Engineering
Heavy Engineering: Outsourcing traceability and control
A heavy engineering manufacturer improved outsourcing control by tracking outsourced job movement, quality, and timelines.
25 Mar 20261 min readBy AICAN Customer Team

Heavy Engineering | Outsourced operations lacked real-time traceability
A heavy engineering manufacturer improved outsourcing control by tracking outsourced job movement, quality, and timelines.
The Reality
- Outsourced job status depended on vendor calls and spreadsheets.
- Quality and turnaround deviations surfaced late.
- Planning teams lacked confidence on outsourced return dates.
The Cost
- Planning delays and unreliable completion forecasts.
- Quality correction cycles with weak accountability trail.
- Higher coordination overhead between teams and vendors.
The Fix
Digitize
- Tracked outsourced jobs with stage-wise status visibility.
- Captured quality outcomes and rework events per vendor.
- Connected outsourced timelines to production plans.
Optimize
- Ranked vendors by turnaround and quality reliability.
- Flagged late-return risk before dispatch commitments.
- Reduced follow-up load via shared visibility.
Scale
- Automated alerts for delayed outsourcing milestones.
- Built vendor scorecards into allocation decisions.
- Expanded traceability model across all outsourced processes.
The Result
Before: Outsourcing control was reactive and communication-heavy.
After: Traceability improved planning confidence and vendor accountability.
Digitize what you have. Optimize what you can see. Scale what you have earned.
