Your Design System is Flying Blind
Your AI is guessing. Every generation requires significant correction, rework cycles are long, and brand consistency is at risk. Token hallucinations and component misuse are common, often invisible until QA or production.
High rework cost. Low AI adoption. Silent brand erosion.
Your Design System is Partially Ready
Your DS gives AI some context but not enough. Outputs are partially correct: close enough to use as a starting point, but requiring consistent manual correction. Velocity gains are real but capped. Governance gaps mean violations slip through.
Moderate rework. Inconsistent velocity. Growing technical debt.
Your Design System is AI-Capable
Your DS works as an instruction set for AI. First drafts are on-brand. Rework is minimal and predictable. Governance catches violations before they ship. Your team ships faster without losing quality, compounding advantage over time.
Minimal rework. 2.5x+ velocity. Compounding quality advantage.
