THE PRACTICE / Topic · Embed Methodology

Embed Methodology — Insights

The work of staying close until adoption is real. The Embed methodology — how to make AI investments produce ROI six months later.

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