AI adoption survey pulse check 2-pager
2026 Medical Affairs Survey Results

What does built-in, governed AI look like?

Medical Affairs teams have plenty of AI in their stack, but few are seeing the capacity gains AI was supposed to deliver. Grounded in data from the 2026 AI in Medical Affairs Industry Benchmark Survey, this 2-page pulse check examines:

  • Where AI adoption is stalling in Medical Affairs

  • Why the chatbot approach hits a structural ceiling

  • What built-in AI actually looks like in governed workflows

Interactive dashboard

Dig deeper into the survey data

Find out where AI is actually being deployed, what's blocking adoption, where teams expect the payoff, and how Medical Affairs leaders describe the gap between belief and action.

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