For decades, launch success hinged on three hurdles: regulatory approval, access, and adoption. Today, a fourth has quietly taken control, one that operates inside algorithms, EHRs, and AI-driven clinical workflows.
Before a physician forms an opinion, machines are already scanning data, synthesizing evidence, and narrowing treatment choices. The critical question now isn’t whether your therapy works; it’s whether an algorithm can find, understand, and trust your evidence.
As the patient journey becomes a data journey, traditional brand plans fall short. Success now depends on how clearly, credibly, and transparently your evidence performs inside intelligent systems.
In this POV, Barry Vucsko, SVP, Strategic Development, explores how algorithms are redefining trust, treatment selection, and the marketer’s role, and outlines a new framework for clearing this critical hurdle.
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