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Enterprise UXAI/MLKnowledge ManagementDigital TransformationEnterprise Architecture

AI for Knowledge Management — Designing Assistants That Actually Work for Large Enterprises

Enterprise knowledge is fragmented across PDFs, emails, and tribal memory. Learn how to design AI knowledge assistants that technicians, engineers, and supervisors actually trust—with RAG architecture, domain-specific guardrails, and multi-source answers. Real ROI: 20–40% faster troubleshooting, ₹2.72 crores annual savings.

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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