Insights · Digital Transformation Strategy
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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