The Adoption Ladder is a sequential framework for introducing AI tools into an organization. You cannot force users to adopt new behaviors overnight; trust must be earned step-by-step.
The Five Steps of Adoption
- Awareness: Users understand what the tool is and isn't.
- Trial: Users test the tool in low-stakes, non-critical environments.
- Verification: Users actively double-check the AI's output against their own judgment.
- Reliance: The tool becomes a standard part of the workflow.
- Advocacy: Users champion the tool to their peers.
Skipping any of these steps inevitably leads to the "Pilot Trap," where tools look good in demos but fail in production environments.