Insights

Thinking & news

[Intro.] Ideas, case studies and updates from across our teams.

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Case study

Cutting medical inquiry response time from days to hours

How a Medical Information team used a governed AI assistant to draft cited, compliance-checked responses — with human review on every reply.

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Case study

Never missing a relevant publication in a crowded therapeutic area

Automated literature monitoring surfaces and summarizes new evidence with source links, so the team stays ahead of the science.

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Case study

Turning field conversations into a searchable intelligence network

MSL Copilot delivers pre-call briefings and in-call capture, then aggregates field insights by therapeutic area, region and topic.

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Case study

From request to approved scientific content in days, not weeks

An AI-assisted content factory accelerates drafting while keeping mandatory medical, legal and compliance review as the release gate.

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Case study

Spotting evidence gaps before competitors do

Real-world evidence and publication analytics turn investigator activity and coverage into heat maps and gap-analysis dashboards.

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Case study

Scaling AI in Medical Affairs without losing the audit trail

Prompt governance, output controls, audit logging and validation documentation keep every AI workflow compliant and review-ready.

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