Project Manager
System Thinking in Action “In my experience most troubles and most possibilities for improvement add up to the proportions something like this: 94% belongs to the system (responsibility of management), 6% special.” — W. Edwards Deming, Out of the Crisis (2000, MIT Press) [p. 270] “Information, no matter how complete and speedy, is not knowledge.” — W. Edwards Deming, The New Economics (2018, MIT Press) [p. 72] In transformation programs, I’ve learned that: 1)94% of outcomes are shaped by the system — processes, structures, culture, and leadership decisions. 2)6% depend on individuals or exceptions — but we often focus disproportionately on these. 3)Information ≠ Knowledge — without context, interpretation, and application, information cannot drive real improvement. As leaders, our role is not only to manage tasks but to engineer environments where teams thrive: a)Build systems that reduce friction and increase flow. b)Convert data into knowledge that inform...