This whitepaper explores how BioPharma organizations can successfully navigate their digital transformation journey to achieve meaningful value from artificial intelligence (AI). While growing interest in AI technologies such as machine learning and natural language processing has created excitement across the industry, AI alone is not a solution to every challenge. Real success depends on establishing a strong digital foundation built on high-quality, accessible, and well-governed data. Organizations must modernize their systems, improve data management practices, and integrate digital workflows before AI can deliver reliable and scalable results. By focusing on digital maturity, companies can move beyond AI hype, improve decision-making, enhance operational efficiency, accelerate innovat

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