By Michael ten Hove Intelligent omnichannel transformation can tether your company to commercial success with human-like AI that continuously reshapes unique customer journeys at scale. But long-term omnichannel success doesn’t come from quick wins, and the change management approach that secures agile commercial transformation is not out-of-the-box. So how can you collect the rewards of […]

Many life sciences organizations assume their data needs to be perfect to create impactful business opportunities from AI. “This is just not correct. The data is not, and will not ever be, perfect—especially at scale,” says Youssef Idelcaid, Senior Director of Data Science at Genentech. “AI data should be clean enough and good enough to […]

by James Anderson, Jay Borowiecki & Bruce Carlson For years, the highly personalized, omnichannel customer journey has been somewhat of a pipedream for life sciences marketing teams—until now. Between the COVID-19 pandemic and the evolution of healthcare providers’ (HCP) expectations for personalized engagement, an industry-wide transformation is finally underway. Today, life sciences organizations must reach […]