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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
35%
vs human baseline
professional services deployment
2%
avg companies running AI for these tasks
velocity (QoQ)
+0.15pts/Q
deployment growth rate
We track 18 adoption signals and 93 capability evidence items across 18 tasks that define a project manager’s work. Filtered to Professional Services, the data shows low exposure for now: deployment in this industry lags the broader market.
Stakeholder Communication & Reporting
3% of professional services companies deploying AI · capability at 42% of human baseline
Issue Escalation & Resolution
1% of professional services companies deploying AI · capability at 22% of human baseline
Status Report Generation
3% of professional services companies deploying AI · capability at 55% of human baseline
Budget Tracking & Cost Control
3% of professional services companies deploying AI · capability at 60% of human baseline
Scope Change Management
2% of professional services companies deploying AI · capability at 49% of human baseline
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