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The Active Ingredient features expert insights and commentary from leaders of ZS Associates' global pharmaceuticals practice.

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The Death of Dashboards, and the Promise of Personalized Analytics

Posted by ZS Editors on Mon, Jan 07, 2019

Multiple factors are colliding to encourage the need for personalized analytics. The ever-expanding explosion of data is forcing companies to consider more nimble, automated solutions that simplify the user experience. The need for competitive advantage in a crowded marketplace is inspiring companies to arm reps with sales tools that give them an edge. Reps are increasingly expecting the kind of user experience that they get from consumer applications. The list goes on.

Personalization conjures a future where reps are no longer bombarded with information and expected to draw their own insights. In this future, AI-driven insights come to them as alerts on their mobile devices, personalized to their needs and customers, and delivered at the best possible time. 

But this is pharma. Surely the spreadsheets and dashboards will persist, right?

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Topics: artificial intelligence, analytics disruption, commercial analytics, artificial intelligence & pharma, cutting-edge analytics, advanced analytics, personalized analytics, analytics maturity, data and insights

Making the Case for a New Analytics Consumption Model

Posted by ZS Editors on Thu, Nov 29, 2018

Industries like retail and technology are transitioning to an AI-driven, personalized approach to surfacing insights to end users, and they’re reaping the benefits. Life sciences companies have the same opportunity to capitalize on the runaway growth in data and rethink the way that analytics are consumed.  

ZS recently partnered with IDC to study how commercial life sciences teams are currently consuming data, and to determine their data and analytics pain points. The study revealed that sales and marketing professionals in life sciences want

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Topics: Analytics, artificial intelligence, AI, data and analytics, analytics disruption, commercial analytics, artificial intelligence & pharma, cutting-edge analytics, advanced analytics, personalized analytics, analytics maturity, pharma commercial model

Five Critical Steps for Successfully Leveraging AI

Posted by Arun Shastri on Fri, Apr 27, 2018

Dharmendra Sahay co-wrote this blog post with Arun Shastri.

This post is the first in a two-part series.

In a few days, we’ll be presenting our thoughts on how to create impact with artificial intelligence at the 2018 PMSA Annual Conference. We’ll talk about how AI is being used in life sciences and how AI could be used, and we’ll bust some myths. We’ll also share detailed advice on how to start or expand an AI capability at your organization, which includes these five critical steps:

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Topics: data science, data and analytics, analytics disruption, pharma companies, artificial intelligence & pharma, advanced analytics, PMSA 2018

Disrupting the World of Reporting: Advanced Personalization Is the Future

Posted by Mahmood Majeed on Thu, Sep 28, 2017

Personalized experiences have had a major impact on our daily lives: Facebook helps users plan their weekends by providing relevant, personalized event information based on their interests and connections. Google narrows down search parameters based on an individual’s location and search history. Netflix provides movie recommendations according to a user’s preferences. The list goes on.

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Topics: sales force effectiveness, Sales Force, information & technology, Pharma, Commercial Operation, Analytics, personalization, Impact Summit, Impact Summit 2017, dashboards, analytics disruption, reporting

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