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AI UX Patterns — Predictive, Adaptive & Intelligent Interfaces (With Examples)

AI shifts UX from static to dynamic interfaces. Learn the 3 major categories of AI UX patterns—Predictive, Adaptive, and Intelligent—with 15 essential patterns including autofill, failure prediction, role-based adaptation, insight cards, and knowledge co-pilots. Includes real examples and implementation guidance.

Simanta Parida
Simanta ParidaProduct Designer at Siemens
18 min read
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Simanta Parida

About the Author

Simanta Parida is a Product Designer at Siemens, Bengaluru, specializing in enterprise UX and B2B product design. With a background as an entrepreneur, he brings a unique perspective to designing intuitive tools for complex workflows.

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