Whether it’s a container ship wedged in the Suez Canal, a fire at a previously obscure factory manufacturing a critical semiconductor component, or export restrictions on key commodities, the ramifications can be both instant, and long-lasting.

But while some of these problems may be hard to anticipate or fix – shifting that container ship is a physical problem – it’s reasonable to assume that automation and AI can help solve or mitigate others.