A new ISG analysis places DataOps at the center of scalable AI deployment, emphasizing that AI initiatives succeed only when built on disciplined data engineering. The report argues that data lineage, quality control, metadata management, and real-time governance are becoming strategic differentiators. As enterprises accelerate AI adoption, DataOps transforms from back-office hygiene into a mission-critical capability that determines whether AI deployments produce measurable business outcomes.
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