Updated 10 September 2026
A seven-point readiness framework.
Prepared by the RoboCloud Engineering Team for plant managers, manufacturing engineers and investment teams translating a production problem into an engineering scope that can be tested and accepted.
Begin with the production outcome, not the robot.
The right intervention may be a retrofit, purpose-built machine, robot cell, vision system or a connected data layer. Choose the technology after the process, interfaces and acceptance criteria are understood.
Is the process stable?
The current method, inputs and expected output should be explainable. If the work changes every day, stabilize the process before selecting equipment.
Are volume and cycle-time targets known?
Use actual production volume, peak periods, planned stops and required time per part to size the system responsibly.
What variation must the system handle?
Document the size, weight, geometry, presentation and product variants that the automation must accept.
Can quality be measured?
Define defects, pass/fail criteria and the verification method so the new system improves consistency—not only speed.
Where are the safety and ergonomic risks?
Map repetitive lifting, pinch points, heat, dust, chemicals and the areas where people and equipment interact.
Are upstream and downstream interfaces understood?
Review space, conveyors, existing machines, power, controls and product flow before and after the target operation.
How will success be accepted?
Agree on numbers and test methods before build: throughput, pass rate, availability, quality and recovery after a stoppage.
Early decision guide
Ready for an engineering study—or not yet?
- The present method and primary constraint are explainable.
- Real production volume and time data are available.
- The desired outcome and responsible owner are defined.
- The target area and connected equipment can be inspected.
- Products or steps change without a bounded range.
- Cycle, defect and downtime information is unavailable.
- No owner can approve acceptance criteria.
- The target machine is considered without its surrounding process.