Basic principle of systems thinking: You cannot redesign a system to eliminate chaos & destruction when that is its primary purpose. You must create a new design from scratch! #IdealizedDesign #Deming #Ackoff @hcrichardson.bsky.social @katiecouric.bsky.social @ruthbenghiat.bsky.social

Collecting #data is easy. Making sense of it is hard. The value of “data-based decision taking” lies not in charts or percentages, but in understanding, interpretation, and purposeful action. #Ackoff ’s data ladder is a helpful reminder how nsights emerge from data.
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