AI-Powered HCP Engagement How Machine Learning and Predictive Analytics Are Transforming Pharmaceutical CRM from a Recording Tool to a Strategic Intelligence Engine
Author(s): Maneesh Gupta
Publication #: 2605037
Date of Publication: 27.05.2026
Country: United States
Pages: 1-12
Published In: Volume 12 Issue 3 May-2026
DOI: https://doi.org/10.62970/IJIRCT.v12.i3.2605037
Abstract
Pharmaceutical customer relationship management (CRM) systems have undergone a significant evolution, shifting from basic record-keeping tools to platforms that support increasingly complex, omnichannel engagement with healthcare professionals (HCPs). Yet despite this progress, a critical gap remains: most CRM systems capture large volumes of interaction data but fail to convert that information into actionable, forward-looking guidance for commercial teams. This limitation constrains the ability of pharmaceutical organizations to deliver timely, relevant, and personalized engagement at scale.
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