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Consulting, legal, accounting, design — knowledge work where AI tooling reshapes margin structure.
professional services exposure
12/100
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 18 adoption signals and 104 capability evidence items across 18 tasks that define a supply chain manager’s work. Filtered to Professional Services, the data shows low exposure for now: deployment in this industry lags the broader market.
ERP & Supply Chain System Management
3% of professional services companies deploying AI · capability at 60% of human baseline
Sales & Operations Planning (S&OP)
2% of professional services companies deploying AI · capability at 38% of human baseline
Supply Chain Sustainability & ESG Reporting
3% of professional services companies deploying AI · capability at 63% of human baseline
Regulatory & Trade Compliance Management
2% of professional services companies deploying AI · capability at 46% of human baseline
Cost Reduction Initiatives
2% of professional services companies deploying AI · capability at 37% of human baseline
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