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Design systems are evolving beyond documentation into observable UX infrastructure. Explore how AI can help product teams detect inconsistencies.
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Design systems rarely fail because of poor design—they fail because they lose visibility into how products evolve. This article explores how AI can augment design systems not by generating interfaces, but by observing usage, enforcing consistency, and surfacing emerging patterns. The key insight: AI only becomes valuable when design systems are structured enough to behave like measurable, queryable data systems.