AI Operating Model Insights

AI operating model insights for enterprise leaders from Aiven Consulting Group: research on scaling AI, workforce planning and team design.

Zapier Surveyed 200 Enterprise Tech Leaders. 71% Say AI Will Reshape Teams Through Hiring, Not Cuts. Only 21% Expect Layoffs.
The New York Fed Surveyed Small Business Owners on AI Adoption. Users' Hiring Outlook Is More Than Double Non-Users'.
KPMG Surveyed 2,110 Global Leaders. 74% Will Keep Betting on AI Even in a Recession. Only 11% Have Actually Scaled It.
Mercer Surveyed 825 C-Suite Leaders. 99% Now Expect AI to Cut Headcount Within Two Years.
NBER Surveyed Nearly 6,000 Executives. More Than 80% See No AI Impact on Productivity Yet.
The Real AI Gap in 2026 Isn't Technology. It's the Operating Model.
Why Most AI Pilots Fail to Scale
Designing Your AI Operating Model

Other topics