Loading Runway...
Loading Runway...
Consulting, legal, accounting, design — knowledge work where AI tooling reshapes margin structure.
professional services exposure
20/100
matches cross-industry baseline
avg AI capability
43%
vs human baseline
professional services deployment
2%
avg companies running AI for these tasks
velocity (QoQ)
+0.18pts/Q
deployment growth rate
We track 20 adoption signals and 147 capability evidence items across 20 tasks that define a product manager’s work. Filtered to Professional Services, the data shows moderate exposure: significant headroom before AI replaces a meaningful share of tasks.
Release Communication
3% of professional services companies deploying AI · capability at 55% of human baseline
Requirements & Specification Writing
4% of professional services companies deploying AI · capability at 68% of human baseline
User Story Creation
4% of professional services companies deploying AI · capability at 69% of human baseline
Roadmap Prioritisation
2% of professional services companies deploying AI · capability at 40% of human baseline
Sprint Planning & Ceremony Facilitation
3% of professional services companies deploying AI · capability at 58% of human baseline
See where your tasks stand — not the average.
Take a free task-level assessment. 8 minutes, evidence-backed, with a personalised brief.
Take the assessment →