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Takeda Pharmaceutical reimagined drug discovery by embedding AI into R&D workflows, shifting scientists from broad laboratory experimentation to data-driven prediction and targeted validation. This case study shows how executive accountability, strong data foundations, workforce transformation, and a culture of trust and experimentation are critical to scaling AI innovation.
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Westerman et al. (2026) studied this question.
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