Which businesses does AI actually threaten
681 UK subsectors scored on two independent axes, with live company counts. The most useful thing I learned had nothing to do with the answer.
Ideas
Longer than a LinkedIn post and with the working shown: the problem, the method, the numbers, and the decisions I would defend if challenged.
681 UK subsectors scored on two independent axes, with live company counts. The most useful thing I learned had nothing to do with the answer.
Two companies, same brand, same registered address, opposite covenant. The distinction is free, public and structured, and almost nobody checks it.
Five million companies, four hundred columns, and a shortlist small enough to take into an investment committee. The hard part was never the data.