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Consulting, legal, accounting, design — knowledge work where AI tooling reshapes margin structure.
professional services exposure
15/100
matches cross-industry baseline
avg AI capability
39%
vs human baseline
professional services deployment
2%
avg companies running AI for these tasks
velocity (QoQ)
+0.16pts/Q
deployment growth rate
We track 20 adoption signals and 193 capability evidence items across 20 tasks that define a operations manager’s work. Filtered to Professional Services, the data shows low exposure for now: deployment in this industry lags the broader market.
Resource Allocation
2% of professional services companies deploying AI · capability at 41% of human baseline
SLA Management
2% of professional services companies deploying AI · capability at 48% of human baseline
Onboarding Process Management
2% of professional services companies deploying AI · capability at 55% of human baseline
Risk Assessment
3% of professional services companies deploying AI · capability at 70% of human baseline
Compliance Monitoring
3% of professional services companies deploying AI · capability at 65% of human baseline
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