Insights
The circular economy does not fail because of a lack of ambition.
It fails because of a lack of coordination.
Design, manufacturing, and recovery still operate with disconnected data. What’s emerging now is AI as the coordination layer. Turning fragmented information into shared, system-wide intelligence.
That is the shift: moving from isolated effort to aligned action across the entire value chain.