Dignity by Design

Dignity by Design is a series of essays on what high-stakes work does to the people inside it. The focus is not productivity or performance. It is cost. The kind that doesn't appear on dashboards or incident reports. These essays draw from industrial worksites and from knowledge work, where AI is now accelerating the same pattern: more throughput, less visibility into the human toll.

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All scenarios are de-identified and composited. No specific organisation, incident, or individual is referenced.