Case Study Summary:
How a Singapore EMS Manufacturer Doubled Output While Reducing 2 Operators Using Controlled Automation
Toki implemented a controlled automation system designed to replace the manual operation.
Key design objectives:
Case Study: MAXIMIZING SINGAPORE EMS YIELD: STABILITY UNLOCKED
How a Singapore EMS Manufacturer Doubled Output While Reducing 2 Operators Using Controlled Automation

Customer Context
-
Industry: Electronics Manufacturing Services (EMS)
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Location: Singapore
- Application: Assembly process (previously fully manual)
- Production Environment: Output ramp-up phase
The customer was operating a fully manual process when production demand increased significantly — monthly output requirement doubled.
The Operational Bottleneck
With production volume doubling, the existing manual setup faced:
- Manpower constraints
- Inconsistent quality between operators
- High dependency on individual skill
- Scalability limitations
Increasing manpower was not sustainable due to labour cost and availability constraints.
The Requirement:
Scale production while stabilising quality and reducing manpower dependency.
Solution Architecture
Toki implemented a controlled automation system designed to replace the manual operation.
Key design objectives:
- Faster cycle time than current manual process
- Stable, repeatable operation
- Minimal operator intervention
- Maintain or exceed required monthly output
The machine achieved:
- 50% faster cycle time compared to the manual process
- Controlled and repeatable operation
Measured Results
Post-implementation outcomes:
- Reduced 2 operators
- Maintained required monthly output despite manpower reduction
- <5% reject rate
- Improved process consistency
- Higher production stability during ramp-up
The 50% faster cycle time allowed the automated system to absorb increased volume while reducing labour dependency.
Technical Impact Analysis
1. Cycle Time Reduction
Automation eliminated manual handling delays and variability, reducing process time by 50%.
2. Quality Stabilisation
Controlled operation reduced inconsistency between shifts and operators.
3. Scalability
Higher throughput capacity enabled production ramp-up without proportional manpower increase.
Strategic Business Impact
- Reduced labour cost
- Protected output during demand growth
- Improved yield stability
- Lower operational risk during production scaling
This case demonstrates that automation is not only about speed — it is about scalable control during growth.
Request a Process Evaluation
If your production line is:
- Struggling with manpower constraints
- Scaling output requirements
- Experiencing inconsistent quality
- Heavily dependent on manual processes
Toki can assess automation feasibility to stabilise yield and increase throughput.
Speak to our automation specialists to evaluate your process.
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Case Study: MAXIMIZING SINGAPORE EMS YIELD: STABILITY UNLOCKED