Northstar · Q2 product review
Decision review · 14 July 2026
The quarter
Where users stall
31% cannot map their first data source without help. 24% stop at permissions. 19% never invite a teammate. Interview evidence suggests terminology, unclear ownership, delayed data availability, security review, missing examples, and uncertainty about the first useful workflow all contribute. Enterprise administrators experience the longest delays, while small teams progress faster.
Decision
Assign one product designer and two engineers. Measure successful data mapping, time to first shared workflow, and week-4 retention. Keep the existing self-serve path as the control.
Guardrails
Stop if setup time does not improve by at least 20%, support contacts rise by more than 10%, or the pilot causes a measurable permissions-error increase. Do not declare a retention win without the full week-4 window.