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The integration of disparate data sources in industrial automation environments is crucial for businesses to gather and interpret data effectively. However, it presents challenges such as data quality issues, data integration complexities, technical compatibility problems, and data governance concerns. ThingWorx Kepware Server offers a solution to these challenges.