Adoption Segment Analysis

The overall adoption percentage masks critical segmentation. Who is adopting and who is not? Adoption by the executive sponsor means strategic support but not operational usage. Adoption by the operational team means daily usage but potentially no executive visibility. Adoption by one department but not another means organizational silos are preventing spread. Segment analysis reveals the structure of adoption — and the structure determines the stickiness.

1. Segment by Stakeholder Level Track adoption separately for executive stakeholders, managers, and end users. The healthiest pattern is bottom-up adoption (end users first) validated by top-down support (executives aware and engaged). The riskiest pattern is top-down mandate without bottom-up adoption — the solution has executive backing but nobody is actually using it.
2. Segment by Department Track adoption across organizational units. Multi-department adoption creates cross-organizational stickiness — removing the solution would affect multiple teams. Single-department adoption is fragile — one reorganization can eliminate the adopting team.
3. Segment by Usage Depth Distinguish between shallow adoption (basic features only) and deep adoption (advanced capabilities, integrations, customizations). Deep adoption creates switching costs that protect retention. Shallow adoption is easy to replace. The transition from shallow to deep adoption is the CSM's most important post-activation objective.