Research Content|10 Jun 2026

6 leaders emerge in the 2025 industrial data management market

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Managing industrial data across siloed OT, IT, and engineering systems is a key challenge for asset-heavy industries. As AI maturity, IIoT adoption, and sustainability demands grow, organizations must build scalable, analytics-ready data foundations—yet gaps in data quality, expertise, and technology awareness hinder progress.

This report evaluates 11 leading industrial data management (IDM) providers across 15 technical and nine momentum criteria. Highlights include:

  • Drivers like AI readiness, predictive maintenance, and ESG reporting
  • Comparison of IDM approaches: data hubs, DataOps platforms, and ontologies
  • Trends in LLM-driven data management

Read the report to guide IDM strategy.

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