"Knowledge Graph"

A BOM Conflict Between PLM, ERP, and MES Systems

A BOM Conflict Between PLM, ERP, and MES Systems

Manufacturing processes are getting more complex and it leads to an increased level of complexity in the implementation of major enterprise systems – namely ERP, PLM, and MES. To the fairness, I should add CRM, CPQ, and some others to the equation too. But these three are super fundamental for…

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PLM Trajectory From CAD Files to Product Data, Knowledge Graphs, and AI/GPT

PLM Trajectory From CAD Files to Product Data, Knowledge Graphs, and AI/GPT

As the manufacturing industry continues its digital transformation journey, Product Lifecycle Management (PLM) systems are becoming more critical for industrial companies to support their digital initiatives, manage processes, and support customers. Companies need to leverage technology in order to accelerate product design, planning, and development processes, so there is a…

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How To Build A Connected Lifecycle?

How To Build A Connected Lifecycle?

Connected is such a powerful word. We like it and it feels good. We like to be connected these days. There are many systems to help us to stay connected – web sites, social networks, messaging applications, video chat… you name it. However, when it comes to enterprise applications and…

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Manufacturing Knowledge Graph, Why It Matters And What Is PLM Role?

Manufacturing Knowledge Graph, Why It Matters And What Is PLM Role?

Unless you lived under the rock for the last decade, you’ve heard about Knowledge Graphs. In a nutshell, a knowledge graph acquires and integrates information into an ontology and applies reasoning algorithms to derive knowledge. It uses information extracted from systems, subject matter experts, data links, and machine learning algorithms….

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From single siloed PLM to Knowledge Graphs and AI

From single siloed PLM to Knowledge Graphs and AI

AI is a new trend. It brings a new wave of technological disruption across industries. Think about Web and Mobile past trends. AI will bring huge dividends for organizations that will be able to harness new technology and introduce AI to their products and business processes. Everyone is coming after…

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From PLM data to manufacturing knowledge graphs

From PLM data to manufacturing knowledge graphs

Data was always in the center of any PDM and PLM applications. The ability of PLM system to manage complex structures and information assets was one of the most important step of PLM system development and evaluation. In a nutshell, any PLM system reminds you some sort of object oriented…

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PLM graph-aware architecture and search for data

PLM graph-aware architecture and search for data

In many ways, one of the most important functions in every PLM system is a capability to interconnect multi-disciplinary data about products and processes. Almost every PLM project I was exposed to had to deal with the complexity of data modeling – defining all business objects, attributes, relationships, dependencies. There are…

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