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Consulting, legal, accounting, design — knowledge work where AI tooling reshapes margin structure.
professional services exposure
18/100
matches cross-industry baseline
tasks tracked
24
in role taxonomy
professional services signals
24
industry adoption observations
evidence items
209
verified capability claims
We track 24 adoption signals and 209 capability evidence items across 24 tasks that define a marketing manager’s work. Filtered to Professional Services, the data shows moderate exposure: significant headroom before AI replaces a meaningful share of tasks.
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