Direct answer
Score manual operations on repeatability, volume stability, quality impact and safety exposure. Automate the top-scoring operation at or near the constraint first.
How this problem shows up
- Physically demanding or hazardous manual tasks
- Tasks where output quality depends on technique
- Difficulty staffing specific operations
- Repetitive handling between machines
- Manual data recording between automated steps
Engineering responses
Full automation
Machine performs the operation end to end with automatic transfer.
Operator-assisted automation
Machine performs the critical step, operator loads and judges.
Mechanisation without control
Lift assists and fixtures removing the physical burden cheaply.
Process redesign
Eliminate the operation instead of automating it.
Engineering and project considerations
- The cheapest automation is the operation you design out
- Variability that a human absorbs unconsciously must be engineered around
- Consultation and change management determine adoption
- Maintenance capability must exist before automation arrives
- Sequence projects so each delivers value independently
What to prepare before engaging engineering companies
- Operation inventory with cycle time, headcount and defect contribution
- Variability assessment per operation
- Constraint map of the line
- Maintenance skills baseline
What to measure
Frequently asked questions
Where do first automation projects usually fail?
In part presentation and in choosing a non-constraint operation. Both are avoidable at specification stage.
Related engineering knowledge
Independent, buyer-side and supplier-neutral
Global B2B Group does not sell machines and does not represent equipment manufacturers. This material is published to help industrial organisations define the problem, prepare the specification and structure the investment before engineering partners are selected.