In the realm of data management and strategic asset optimization, at Eurostep we emphasize the importance of three key concepts: traceability, ontology, and configuration management. These components were a focal point in our “Leveraging AI* for built asset Digital Twins – Turning scattered data into strategic assets” webinar and are central to our approach to handling and leveraging data effectively, particularly in built asset digital twins.
Traceability: At Eurostep, traceability is not merely about tracking data changes or revisions; it is about understanding and documenting the entire lifecycle of data. This includes how data evolves, interacts, and impacts various domains such as functional requirements, maintenance, and performance. By ensuring comprehensive traceability, we guarantee that the data is not only current and accurate but also that its historical context and evolution are well understood. This understanding is crucial for making informed decisions and maintaining the integrity of data over time.
Ontology: Ontology, in the context of data management, refers to the way data is categorized and related. By employing ontologies, we establish a structured framework that defines the relationships between different data elements. This federated structure is vital for data interpretation, enabling us to draw meaningful insights and correlations from seemingly disparate data sets. It also allows explainable AI as well as a more logical understanding of data, facilitating easier data integration, retrieval, and analysis.
Configuration Management: Configuration management involves maintaining the consistency of a product’s performance and its functional and physical attributes with its design and operational information throughout its life. In terms of data management, this means ensuring that all data remains relevant, accurate, and in line with the evolving needs of the organization. This aspect is critical in managing complex systems and ensuring that all changes and updates to data are systematically recorded and implemented without disrupting existing operations.
Integrating these three elements—traceability, ontology, and configuration management—allows Eurostep to provide a comprehensive and dynamic approach to data management. This integration ensures that data is not only effectively managed and utilized but also aligns with the strategic objectives of the organization. It enables us to transform raw, scattered data into structured, insightful, and strategic assets, enhancing decision-making processes and operational efficiency for our clients.
