Glossary

What is 3D Visualization? 3D visualization is the process of turning data into something you can see and understand in three dimensions. That data might come from CAD models, engineering systems, or even early design concepts. What matters is the… Read more »

What is Adaptive Intelligence? Adaptive intelligence is the ability of systems, and the organizations that use them, to learn from data, adapt to changing conditions, and continuously improve performance over time. Unlike static software or rule-based automation, adaptive systems evolve.… Read more »

What is Agentic AI? Agentic AI is designed to operate as autonomous agents that can make decisions, initiate actions, and pursue goals with minimal human input. These advanced systems represent a significant evolution beyond traditional AI models that require constant… Read more »

What Is an API? An API (Application Programming Interface) is a set of rules and protocols that enable different software applications to communicate with each other. Think of an API as an intermediary that allows applications to share data and… Read more »

What is Artificial Intelligence (AI)? Artificial Intelligence (AI) represents a transformative force that enables machines to perform human-like reasoning and capabilities. These formidable systems process information, learn from experiences, and make logical decisions — similar to human cognition but with… Read more »

What is Asset Lifecycle Management? Asset Lifecycle Management (ALM) is a systematic, end-to-end framework for managing physical or digital assets—such as machinery, software, infrastructure, or intellectual property—by integrating engineering, operations, and maintenance workflows to provide a unified digital thread for… Read more »

What is a Bill of Materials (BOM)? A Bill of Materials (BOM) is a comprehensive list of raw materials, components, sub-assemblies, and parts required to manufacture a product. It is a structured inventory of everything needed for production, including quantities… Read more »

Centralized data is the consolidation of critical business information into a single, unified repository. Instead of scattering data across emails, spreadsheets, or department-specific systems, organizations store it in a secure, accessible location. This repository becomes the “single source of truth”… Read more »

What is a Circular Economy? A circular economy is an economic framework designed to minimize resource input while drastically reducing waste and emission production. This approach extends the useful life of products and materials by finding ways to reuse them… Read more »

Closed-loop manufacturing connects product design, production, and quality data in a continuous feedback loop. Real-world production and performance data flows back into engineering systems, helping teams refine designs, improve processes, and make better decisions over time. In practice, closed-loop manufacturing… Read more »

Cloud product lifecycle management (cloud PLM) is a cloud-based approach to managing a product’s entire lifecycle, from initial concept and design through production, service, and end-of-life. These systems reduce the need for on-premises infrastructure while offering core capabilities such as… Read more »

A Computerized Maintenance Management System (CMMS) is software that helps organize and manage maintenance work for equipment, facilities, vehicles, infrastructure, and other industrial assets. Organizations often turn to CMMS software when maintenance information is hard to manage. Work orders buried… Read more »

What is Compliance Management? Compliance management is the structured framework products require to meet legal, regulatory, and industry standards throughout their lifecycle—from design to disposal. It combines product-focused tools, systems, and workflows to embed traceability, ensure supply chain transparency, and… Read more »

Component engineering is the discipline focused on selecting, validating, managing, and standardizing the parts used in mechanical, electrical, and electronic product designs. In practice, component engineers make sure that each component integrated into a product meets necessary standards for reliability… Read more »

Computer-Aided Design Computer-aided design (CAD) refers to the use of software that helps professionals create and optimize designs through detailed digital modeling, simulation, and rendering. Due to the software’s utility across industries such as architecture, automotive, engineering, healthcare, and manufacturing,… Read more »

Configuration management is a comprehensive systems engineering process. Its goal is to establish and maintain consistency for a product’s performance, functional, and physical attributes as dictated by its requirements, design, and operational information throughout its life. The systematic approach of… Read more »

Configure-to-Order (CTO) is a manufacturing approach in which customers choose from predefined product options before a product is built. Instead of engineering every order from scratch, manufacturers create approved combinations of components, features, and configurations that can be assembled efficiently… Read more »

Data integrity refers to the accuracy, consistency, and reliability of data throughout its entire lifecycle — from creation to storage, processing, and usage. It ensures that information remains trustworthy and unaltered, whether it’s stored in databases, transmitted across systems, or… Read more »

DevOps refers to the tools and practices that bridge gaps between Development (“Dev,” as in those who create code) and IT Operations (“Ops,” as in those who manage systems). When these departments align through collaboration and shared responsibility, they can… Read more »

Digital engineering is the application of digital technologies, data-driven models, and advanced simulations to design, develop, and manage complex systems and products throughout their lifecycle. It leverages digital models, digital threads, AI, IoT, cloud computing, and digital twins to enhance… Read more »

Digital manufacturing is the use of digital technologies, data analytics, and automation to enhance the manufacturing process, from design and production to supply chain management and maintenance. It integrates AI, Internet of Things (IoT), cloud computing, and digital twins to… Read more »

What Is a Digital Product Passport (DPP)? A Digital Product Passport (DPP) is a structured set of data associated with a specific product, accessible digitally throughout its lifecycle—from production and use to repair, recycling, and disposal. It links essential information… Read more »

What is a digital thread? A digital thread establishes traceability of product information across multiple domains in the product lifecycle to provide in context relationship connections between a product’s digital assets. The digital thread maintains meaningful relationships among all of… Read more »

What is Digital Transformation? Since this term is often used in business contexts without context, you may wonder: “What is digital transformation, exactly?” Digital transformation is the modernization of an organization’s entire ecosystem by adopting digital technology. It encompasses the… Read more »

A digital twin is the virtual representation of a physical product or system of assets that reflects the real-time configuration. Additionally, it can be used to navigate, via a Digital Thread, all relevant product information from design, manufacturing, operations and… Read more »

What is a Document Management System (DMS)? Document management refers to the practices and tools used to track and organize a business’ documents and the information they contain. Now that many documents are digitized, Document Management Systems (DMS) refer to… Read more »

What is ECAD? ECAD (Electronic Computer-Aided Design) refers to specialized software tools for designing and developing electronic systems, such as printed circuit boards (PCBs), integrated circuits (ICs), and electrical schematics. These tools enable engineers to create, simulate, and optimize electrical… Read more »

Engineer-to-order, or ETO, is all about starting with a customer’s unique needs. Instead of picking something off the shelf, customers come with a challenge, a specific environment, or technical requirements that demand a one-of-a-kind solution. Design work begins only once… Read more »

What is an Engineering Bill of Materials (EBOM)? An EBOM (Engineering Bill of Materials) is a comprehensive list of all physical elements (assemblies and subassemblies) that defines the structure of a product. Engineers typically create it during the product design… Read more »

Engineering Change Management (ECM) controls how changes move through an organization—from the moment someone proposes a modification to a design, specification, material, or manufacturing instruction, to the moment that change is approved, communicated, and implemented. It creates a consistent, traceable… Read more »

What is Engineering, Procurement, and Construction (EPC)? Engineering, Procurement, and Construction (EPC) is a comprehensive project delivery approach where a single contractor assumes complete responsibility for delivering a fully operational facility or project. This turnkey solution encompasses the entire project… Read more »

What is ERP Integration? ERP integration is the process of connecting an Enterprise Resource Planning (ERP) system with other software systems, applications, or data sources to enable seamless data exchange and operational coordination across an organization. It ensures that data… Read more »

What is generative AI? Generative AI (GenAI) refers to a subset of artificial intelligence designed to create text, images, audio, video, and even code by learning from patterns in large datasets. Unlike traditional AI systems that focus on classifying or… Read more »

Graph Retrieval-Augmented Generation (GraphRAG) is an artificial intelligence (AI) architecture that enhances retrieval-augmented generation (RAG) by using a knowledge graph, entities, and relationships, to assemble a stronger context before a language model generates a response. In Microsoft’s GraphRAG approach, this… Read more »

The Internet of Things (IoT) refers to the vast network of physical devices integrated within sensors, software, and other technologies to connect and exchange data over the internet. These IoT-connected devices enable smart automation and data-driven insights across a wide… Read more »

What Is low-code development? Low-code software development is an approach to application development that uses a simplified drag-and-drop interface rather than requiring extensive manual coding from scratch. Low-code platforms enable non-technical users to develop and launch apps to meet their… Read more »

What is machine learning? Models & definition Machine learning is a subset of artificial intelligence (AI) that employs a specific technique to develop algorithms that computers use to improve decision-making and predictive capabilities. Scientists can create increasingly intelligent and accurate… Read more »

What is (MBOM)? A Manufacturing Bill of Materials (MBOM) is a detailed blueprint that lists all components, subassemblies, raw materials, and processes required to build a shippable product. Unlike design-focused documents, the MBOM is production-centric, providing assembly, inventory management, and… Read more »

Manufacturing Process Management Manufacturing process management (MPM) is an end-to-end approach that governs how products are built, from engineering intent to shop floor reality. It focuses on aligning product development with manufacturing execution to ensure the efficiency, quality, and adaptability… Read more »

What is Mechanical Computer-Aided Design (MCAD)? Mechanical Computer-Aided Design (MCAD) is an engineering tool used to create digital designs, simulations, and documentation of mechanical parts and assemblies. MCAD replaces traditional drafting methods and enables engineers to create accurate 2D drawings… Read more »

What is Model-Based Systems Engineering (MBSE)? Model-Based Systems Engineering (MBSE) involves using digital models (rather than documents or informal diagrams) to define and analyze system functions, structure, and behavior. It supports system requirements, design, analysis, verification, and validation activities beginning in the… Read more »

PLM connectors are integration tools or software interfaces that enable a product lifecycle management (PLM) system to connect and exchange data with other enterprise applications, engineering tools, and digital platforms. A PLM connector acts as a bridge between PLM and… Read more »

Product Lifecycle Management (PLM) of Simulation Processes PLM simulation management uses advanced simulation techniques within the PLM environment, linking them to product data and engineering workflows. It complements model-based systems engineering (MBSE) by connecting detailed simulation results to system-level models… Read more »

What is Predictive Maintenance? Predictive maintenance (PdM) is a strategy that combines IoT sensors, real-time data, and machine learning to anticipate equipment failures before they impact operations. Instead of relying on fixed schedules or waiting for breakdowns, PdM continuously monitors… Read more »

The process industry, sometimes called process manufacturing, uses raw materials to create finished products, many of which are used in other manufacturing channels. Manufacturers in this sector implement consistent recipes or processes, supporting the bulk production of materials like textiles,… Read more »

What is Product Data Management (PDM)? Product Data Management (PDM) is a comprehensive business system that captures, organizes, and controls all product-related electronic information within a centralized database. It is the foundation for managing technical specifications, engineering models, design drawings,… Read more »

Product Development Product development is the end-to-end process of bringing a new product to market or improving an existing product. It encompasses a variety of stages, from ideation and design to manufacturing and launch. Product development requires cross-functional collaboration between… Read more »

Product Engineering Product engineering is the process of designing, developing, testing, and making a product. It focuses on both technical and functional aspects, ensuring that the product meets user needs, quality standards, and cost-effectiveness. Product engineering encompasses the entire lifecycle… Read more »

Product innovation is the process of creating new or improved products that matter to customers. That could mean better performance, a simpler experience, or something entirely new that wasn’t possible before. It doesn’t usually arrive as a single breakthrough. More… Read more »

What Is Product Lifecycle Management (PLM)? Product Lifecycle Management (PLM) is the strategy and process of managing a product and its data from ideation to end-of-life. PLM makes informed business decisions based on design reviews, engineering changes, and other related… Read more »

What is Product Traceability? Product traceability is the ability to track and document a product’s history, location, and movement throughout its supply chain—from raw materials through manufacturing, distribution, and final delivery to consumers. It ensures transparency, quality control, and regulatory… Read more »

A quality management system (QMS) is a structured framework that helps organizations design, manage, and improve the processes that impact product quality. Its core purpose is to improve operational efficiency and reduce waste while consistently delivering products or services that… Read more »

What is requirements management? Requirements management is the process of gathering, vetting, decomposing, allocating, and documenting all product specifications throughout the product development lifecycle to ensure all internal and external needs are met. These requirements originate from a range of… Read more »

Software as a Service (SaaS) Software as a Service (SaaS) is a cloud-based delivery model where software applications are hosted and managed by a provider and accessed by users over the internet. Instead of purchasing and installing software locally, organizations… Read more »

What Is the Software Development Lifecycle? The software development lifecycle (SDLC) is a process that development teams use to build high-quality software efficiently and cost-effectively. It involves several steps teams can follow to build software in a predictable and orderly… Read more »

Supply chain collaboration refers to the strategic partnership between suppliers, manufacturers, distributors, and other stakeholders aimed at optimizing the flow of goods, information, and services across a network. It involves aligning goals, sharing real-time data, and integrating processes to establish… Read more »

What is Supply Chain Management (SCM)? Supply chain management (SCM) is the practice of coordinating a business’ product design and production flow from start to finish. While it’s often associated with the logistics of moving goods from point A to… Read more »

Sustainability in Product Development Sustainability in product development is the practice of designing and engineering products with long-term environmental, economic, and social impact in mind. It involves embedding principles like , resource efficiency, and environmental compliance into every stage of… Read more »

What Is System Architecture? System architecture, a key concept in technology and engineering, is a blueprint defining a system’s design principles including structure, modularity, variability, components, interfaces, and more. It can be applied to domains such as hardware, software, electronics,… Read more »

What is Systems Engineering? Systems Engineering is a “transdisciplinary and integrative approach to enable the successful realization, use, and retirement of engineered systems, using systems principles and concepts, and scientific, technological, and management methods.” (INCOSE) Modern products are complex systems,… Read more »

Variant management is a methodology for architecting modularized product platforms. It is also a process of organizing, controlling, and optimizing different configurations, versions, or customizations of a product family throughout its lifecycle. It allows companies to efficiently manage product complexity,… Read more »