In the rapidly evolving landscape of artificial intelligence (AI), enterprise organisations face a growing need to streamline data preparation and management processes to enhance the deployment of machine learning (ML) and deep learning (DL) solutions. As data has become central to competitive and operational advantage, organisations are turning to AI-powered solutions to manage this essential yet resource-intensive step more efficiently. By the end of 2025, advancements in AI, particularly in generative and agentic AI, are expected to reshape data preparation and management practices. This expert view explores how CIOs can harness these innovations to reduce costs, accelerate AI initiatives, and gain a strategic edge.
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