How do you validate a new manufacturing process model without full-scale trials?

I work on process modelling for a machining setup, and full-scale production trials are too expensive and disruptive to run for every model change.

I'm relying on lab-scale experiments and historical production data, but reviewers keep asking for stronger validation.

How do others in manufacturing engineering decide when a model is validated enough to publish, and what evidence do you present?