How to Quickly Prototype a Scalable Graph Architecture: A Framework for Rapid Knowledge Graph Implementation

Sara Nash and Thomas Mitrevski, Consultants in Enterprise Knowedge’s Data and Information Management Division presented on May 4, 2022 at the Knowledge Graph Conference in New York City. The talk focused on How to Quickly Prototype a Scalable Graph Architecture: A Framework for Rapid Knowledge Graph Implementation, discussing the toolkit to scope and execute knowledge graph prototypes successfully in a matter of weeks. The framework discussed includes the development of a foundational semantic model (e.g. taxonomies/ontologies) and resources and skill sets needed for successful initiatives so that knowledge graph products can scale, as well as the data architecture and tooling required (e.g., orchestration and storage) for enterprise-scale implementation. Nash and Mitrevski shared success stories from past experiences as well as the critical steps to transition a successful prototype into a production system.

 

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Thomas Mitrevski Thomas is a Principal Data Management Consultant who has demonstrated the ability to consistently foster business engagement and accountability for data. He possesses an uncanny ability to solve business data problems through policy development, process reengineering, and technology solutions. He has extensive experience deploying enterprise metadata management programs, with solutions in both multi-cloud and on-premise environments, including natural language search and machine learning in support of taxonomy and ontology development. Finally, Thomas is knowledgeable in program development in areas such as data architecture, metadata management, and data analytics. More from Thomas Mitrevski »
Sara Nash Sara Nash is a Principal Consultant of Semantic Engineering. She specializes in Semantic Layer and Enterprise AI initiatives, leading throughout strategy, design, and implementation. She has led taxonomy/ontology design, knowledge graph implementation, recommendation engine solutions, and advanced analytics platforms across financial services, pharmaceuticals, ESG consulting, workforce enablement, and more. More from Sara Nash »