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Tag: The BYF Canvas

  • Burnout and its impact on Operational Risk

    Burnout and its impact on Operational Risk

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    by

    BYF Editorial
    in

    Burnout in safety-critical work is not everyday tirednes it is an occupational condition wired directly into operational risk. Drawing on 92,074 continuous observations of the frontline, this issue of The BYF Canvas measures how high burnout runs across a fleet — a Burnout Index of 7.18 out of 10 — where it concentrates, and why…

  • The Human Reliability Gap

    The Human Reliability Gap

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    by

    BYF Editorial
    in

    Issue 01 of The BYF Canvas looks at the human reliability gap through the lens of continuous platform observation. Across five years and 92,074 seafarers, the data tells a clear story: long contracts, short recovery windows, and early signals that show up long before incidents do.