MinaLedger / Renewal study
Chapter 04 · Page 12

Takeaway from the cobalt cohort

Guided patrons renew sooner.

A measured hand keeps the enamel bright.

Renewal rate by guidance depth

90-day cohort · n=18,420

80 60 40 20 0 28% Unguided 41% Welcome note 56% Workshop 68% Studio call 79% Atelier plan

Guidance behaves like gold outline: the smallest line gives the whole surface structure.

baseline paths spotlight path
This is the Isfahan Minakari Enamel design system, applied by Curio — a design-style library for AI agents. Full Isfahan Minakari Enamel guide → designbycurio.com/learn/persian-minakari-enamel-isfahan