Five cultural dimensions surface again and again as predictors of whether AI creates value or just noise. Each layer depends on the one beneath it.
The foundation. AI asks people to experiment publicly, admit mistakes, and learn continuously. Without psychological safety, every layer above collapses.
AI rewards iteration. Structured, bounded experiments where failure generates data and insight.
Learning woven into the flow of work, with deliberate structures for it to travel across teams.
Rethinking and reconfiguring at the speed of change. The cultural dimension most strongly correlated with revenue growth.
The outcome — organisations redesigning what's possible, not just automating what already exists.