E-Book | April 9, 2025

Data Modeling Guidebook

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Digital transformation is revolutionizing industrial organizations by offering unparalleled visibility and predictive insights into their operations. Every day, factories and other industrial environments are integrating advanced, smart technologies that generate vast amounts of data. This data is crucial for optimizing production to predict machine failures and enhance quality. However, seamlessly connecting these machines to data storage platforms or enterprise systems can be challenging. It necessitates a standardized approach to defining and categorizing data to ensure that everyone within the organization has access to a single source of truth.

This e-book provides an in-depth exploration of data modeling and its critical importance for every industrial environment, regardless of where the organization is on its digital journey. In the following sections, readers will gain a comprehensive understanding of how data modeling functions, its appearance, its integration with existing standards (such as ISA-95), and practical tips for establishing an effective data-modeling strategy.

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