UX Strategy, Research & Design Thinking from yuj

Building AI-Native Products at Scale: UX Patterns for Teams Moving Beyond the Minimum Viable Product

AI product design for scale is the practice of building products where the AI model is the core experience, not a bolted-on feature. Moving beyond the MVP (Minimum Viable Product)means designing for trust, failure, and control, not just clever outputs. Good AI UX design makes the model's behavior legible so users can rely on it every day.