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Amid concerns over a potential 'wild west' climate for data analytics in pharma, taking a long-term, proactive, and enterprise view of your company’s data may be the best way to keep your organization and reputation safe.

In comparison with other industries, the use of AI is modest in life sciences. However, even within life sciences, adoption of AI in regulated environments, such as in the R&D value chain, is further behind. Sivakumar Thiagarajan

In keeping pace with the digital transformation, pharma companies are doing pretty well with data and infrastructure, but a fundamental reshaping of operating models remains the biggest hurdle to moving forward.