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Consulting, legal, accounting, design — knowledge work where AI tooling reshapes margin structure.
professional services exposure
13/100
matches cross-industry baseline
avg AI capability
34%
vs human baseline
professional services deployment
2%
avg companies running AI for these tasks
velocity (QoQ)
+0.14pts/Q
deployment growth rate
We track 15 adoption signals and 79 capability evidence items across 15 tasks that define a sales manager’s work. Filtered to Professional Services, the data shows low exposure for now: deployment in this industry lags the broader market.
Pipeline Management
3% of professional services companies deploying AI · capability at 46% of human baseline
Commission Structuring
2% of professional services companies deploying AI · capability at 34% of human baseline
CRM Management
3% of professional services companies deploying AI · capability at 54% of human baseline
Deal Negotiation
2% of professional services companies deploying AI · capability at 36% of human baseline
Sales Forecasting
2% of professional services companies deploying AI · capability at 51% of human baseline
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