Breadth of tool expertise, objectivity, and speed on defined scopes. No ramp time, no management overhead, no turnover risk.

Embedded product context, institutional memory, and daily operational availability. Wins when analytics is a continuous function — not a project.

One internal data owner for context plus an agency for strategy and deep work. Often the optimal structure from $1M–$10M ARR. Underused.