Operations & engineering

Before you automate: define a useful pilot

A bounded pilot makes an automation decision easier to assess.

Matra perspective · Practical guide · October 2026

01

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.

02

Agree the boundaries

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.

03

Build the acceptance criteria

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.

04

Plan for people and maintenance

Include operator training, fault recovery, spare parts, software ownership and support responsibilities. The daily operating model matters as much as the initial demonstration.

05

Make expansion a separate decision

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.

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