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After AI
Exposed The task profile has little on the defensive side of the ledger.

Customer service representatives

The clearest case of AI eating the entry rung rather than the ladder.

Horizon
2022–2025
Protection from automation
Weakly protected · our reading

This is where the clearest empirical finding in the field lands. Stanford’s payroll-data study shows the damage is concentrated on the entry rung: 22–25-year-olds in the most AI-exposed occupations now sit 19% below where they would be had they kept pace — 15% a year earlier — while experienced workers in those same occupations show no such gap.Stanford 2026

Two details matter more than the headline. Adjustments came through hiring, not pay — the people already in the job kept it and kept their wages. And the decline concentrated in occupations where AI automates rather than augments, which is a distinction the Stanford authors treat as the mechanism, not an afterthought.Stanford 2026

So the loss is not “customer service is gone”. It is that the apprenticeship into customer service stopped admitting anyone.

What holds it up
  • Front-line resolution of routine enquiries is exactly what agents do well
  • Volume is high and the interaction is text or voice, both native to AI