In baseball, an error is a statistic, not a punishment. The purpose is measurement and improvement. Many technical organizations still treat human error as a disciplinary trigger. That approach suppresses reporting and undermines learning. Treating errors as data, not as blame, creates a healthier, more effective culture.

People make errors. Those errors are predictable, measurable, and manageable when approached systematically. Ignoring the human element produces misleading risk estimates and unreliable mitigation strategies.