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Five practical AI workflows for pharma Commercial and Omnichannel teams

Five practical AI workflows for pharma Commercial and Omnichannel teams

by Kristina Matić | Sep 16, 2026 | Commercial & Omnichannel Operations

Pharma Commercial and Omnichannel teams already have CRM records, content libraries, campaign platforms and engagement data. The problem is that these assets often sit in separate systems and processes. Teams spend time reconciling customer records, rebuilding plans,...
Why AI Projects Fail, and How Pharma Commercial Teams Can Prevent It

Why AI Projects Fail, and How Pharma Commercial Teams Can Prevent It

by Kristina Matić | Sep 9, 2026 | Commercial & Omnichannel Operations

AI projects often fail before model quality becomes decisive. Teams commit budget without first testing the idea against the people, systems and market it depends on. Continue reading or download the guide. Jump to Guide Download For pharma Commercial and Omnichannel...
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