All canaries

The Signals

The Displacement Curve

“Where are we on the AI displacement curve?”

46.4/ 100 index

Professional-services displacement index is in productivity phase for 2026-09.

Productivity

The trend

2022-1147 months tracked2026-09

How it's measured

A weighted composite of employment, revenue-per-employee, VC funding, job-posting ratios, search trends, GitHub activity, regulatory action, and apprenticeship signals across professional services. Higher means further along the displacement curve.

View the open-source dashboardSource & data on GitHubSource observation: 2026-10-12. Page refreshes do not imply new observations.