Artificial intelligence is rapidly reshaping the life sciences industry, influencing everything from early-stage drug discovery to clinical operations, manufacturing, and patient engagement. While enthusiasm for AI remains strong, many organizations continue to struggle with moving from
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The “Pilot Purgatory”: Why 80% of Pharma AI Projects Fail (And How to Fix It)































































