THE PRACTICE / Topic · AI Adoption

AI Adoption — Insights

Why most AI gets ripped out — and what makes adoption real. The post-launch work that decides whether the investment pays off.

ARTICLEMay 2026
A complex purple turbine beside a simpler grid puzzle showing a structured pattern of translucent spheres
Why Most AI Projects Succeed at Build and Fail at Adoption

We see this pattern across every industry we work in — market research, law, real estate, consulting. The build phase is complete. The system works. The handoff slides look good. Six months later, half the team has switched back to Excel.

Frederike Falke