Building the Foundation for AI-Ready Experiences

Working with my team, we began with customer research to uncover friction and gaps in the current experience. I set the direction for rebuilding the UX foundation, focusing on clarity, structure, and patterns that scale. These improvements create the conditions needed for meaningful AI features that truly help customers.

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Volkswagen