Build the current-state baseline
Measure the task before automation. Record labor time, overtime, throughput, waiting, error or rework, injury/ergonomic exposure and any service-level penalties that are relevant.
Model realistic robot utilization
Do not assume 24/7 productive operation just because a robot can technically run all day. Include charging, cleaning, maintenance, blocked missions, seasonal demand and the portion of the process that remains manual.
Include the complete cost stack
Use total deployed cost rather than hardware price.
- Robot and accessories
- Integration and commissioning
- Software or fleet subscriptions
- Infrastructure modifications
- Maintenance and consumables
- Training and internal project time
- Financing or leasing cost where applicable
Calculate and stress-test
A simple payback calculation is total project cost divided by annual net benefit. Also test a conservative case with lower utilization, higher integration cost and slower ramp-up. A project that only works under the optimistic case deserves more validation.
Method & evidence
This guide is an editorial analysis of documented product information. It is not a hands-on test. Before purchasing, request a demonstration in your environment and written confirmation of the exact configuration, delivery and service.