Observe the existing process
Map the current flow with operators and supervisors. Record variations, delays, quality checks and exceptions. Establish what success would look like before selecting a machine or model.

A bounded pilot makes an automation decision easier to assess.
Matra perspective · Practical guide · October 2026
Map the current flow with operators and supervisors. Record variations, delays, quality checks and exceptions. Establish what success would look like before selecting a machine or model.
Select a line, station or workflow with a defined owner. Specify interfaces, operating conditions, safety responsibilities and what remains manual. Check whether existing equipment and data can support the proposed approach.
Agree measures such as quality, throughput, downtime or traceability, using an observed baseline. Specify the conditions under which the pilot will be evaluated and who accepts the result.
Include operator training, fault recovery, spare parts, software ownership and support responsibilities. The daily operating model matters as much as the initial demonstration.
Review the evidence and the total operating cost before extending the solution. Record what worked, what failed and what needs to change on another line or at another site.
Discuss the workflow, the people involved and the evidence you need to make a decision.
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