UX research UX/UI design Design systems Content design

Staffing estimates are modeled projections, not observed data. Ratios are derived from Nielsen Norman Group and MeasuringU designer-to-developer surveys, applied against typical startup team sizes by funding stage. Curve shape theorized collaboratively with Claude AI.