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Product development often suffers from siloed data, incomplete insights, and missing market context. Knowledge Graphs bridge this gap by linking structured and unstructured knowledge into a dynamic, interconnected view of the product portfolio. This empowers AI-driven innovation across the full lifecycle, accelerating development, improving market fit, and enabling continuous post-market improvement.