The AI-Era Workforce Planning Problem: How to Predict Which Roles Will Shrink, Change, or Disappear

AI is already changing what people do at work. Tasks like drafting contract summaries, writing basic code, tagging support tickets, and reconciling accounts can now be partly or fully automated.

That doesn’t always mean a job disappears. More often, the job itself changes. The problem is that most workforce plans

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