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Insights · Digital Transformation Strategy

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  1. Brownfield companies must audit their value chains and data infrastructure before deploying AI, ensuring tools solve specific operational bottlenecks rather than automating flawed legacy processes.

    Impact: Prevents wasted capital on misaligned AI projects and accelerates ROI through targeted workflow optimization.

    — from AI-Native Operations vs Legacy Digital Transformation · AI FIRST Podcast· Jul 31, 2026