Author

Paul Venditti
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Advisory Industry Consultant

Seasoned advisory industry consultant with over three decades of experience in application of quality methodologies and advanced analytics. Career spans services fieldwork, cutting-edge R&D and strategic partner ecosystem development. Recent contributions focus on AI, ML and streaming analytics from edge to cloud across asset and process industries, including energy, manufacturing, transportation, government and health and life sciences.

Internet of Things
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Why accurate predictive maintenance requires digital twins

Organizations continuously search for innovative ways to optimize their operations and elevate efficiency. One promising frontier is the integration of digital twins for predictive maintenance. However, the true potential of this technology often remains untapped, with many organizations settling for what can be described as “digital shadows.” In this exploration,