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Smartsheet is enhancing recommendations using Amazon Neptune and Knowledge Graphs to deliver intelligent, proactive, and contextual insights from collaboration data. The Smartsheet Knowledge Graph is a unified data model connecting people, content, and work, representing how users interact with assets, content, and collaborators. This innovation aims to enhance customer experience, boost productivity, and drive long-term retention and growth. The graph data model allows Smartsheet to traverse relationships between objects and provide more individualized, contextual guidance and solutions to users.

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