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Designing AI Dashboards for Enterprise Tools (Patterns + Real Use Cases)

Traditional dashboards show data—AI dashboards drive decisions. Learn the 3-layer framework (Descriptive → Diagnostic → Prescriptive), 10 essential AI patterns, IA structure, 5 real enterprise use cases (plant ops, field service, asset health), and 7 UX principles for intelligent decision systems.

Simanta Parida
Simanta ParidaProduct Designer at Siemens
20 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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