Biopharma commercial strategies have historically relied heavily on internal data, analysing past interactions to predict future outcomes.
For years, field execution has been driven almost exclusively by internal CRM databases, a methodology equivalent to navigating a busy highway by staring only at your own rearview mirror. As healthcare systems grow increasingly complex, relying on internal historical data is a competitive risk.
In the meantime, commercial leaders now have access to a wide range of data points, both internal and external, which can be harnessed by AI to give field organisations a distinct competitive edge.
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