Editorial note

Pen names

Most of what we publish draws on confidential client work. To protect clients and the practitioners involved, field notes and templates are anonymized and published under recurring pen names with a role label, for example "Plant turnaround lead", rather than under real names.

What a byline is, and what it is not

A pen-name byline marks a practitioner perspective: the kind of role and operating context a piece is written from. It is not a public CV. We do not attach certifications, employer names, client names or case figures to pen names.

The practitioners you are matched with through a brief are real, vetted individuals. Their identity, background and references are disclosed to you directly during matching.

Review and accuracy

Every piece is reviewed by the Lean Competence editorial desk against fixed guardrails before publication: no performance guarantees, no client data without consent, no numbers we cannot back, and methods described as situational rather than universal. Articles carry published and updated dates.