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Commercial AI

Medical affairs needs different AI

Commercial patterns transplanted into medical affairs create compliance risk, not value.

Naomi Okafor · Director of AI Governance · 4 min read

The separation between promotional and scientific exchange is not a technicality; it is the operating constraint.

Agents serving medical affairs need their own corpora, their own retrieval boundaries and their own review workflow.

Sharing infrastructure is fine. Sharing context is not.

  • medical affairs
  • compliance
  • agents

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