Digital Science 圆桌讨论:如何为医学事务构建可落地的 AI 战略
摘要
Digital Science 今年早些时候召集医学事务负责人举行圆桌讨论,探讨机构如何构建可落地的 AI 战略,并将可持续的 AI 能力嵌入日常工作流。讨论覆盖建立信任与推动用户采用、科学洞察的数量与质量、ROI 证明、治理与监管对齐、系统综述与方法学严谨性、新兴用例六个议题。进展最明显的机构将雄心用例与严格治理配对,坚持人在回路与来源可溯,并投入变革管理。
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正文 · 原文
How are organizations architecting functional Artificial Intelligence (AI) strategies that will shape the next phase of AI in Medical Affairs?
Earlier this year, Digital Science brought together Medical Affairs leaders to explore how they’re approaching AI, and why they need to embed sustainable AI capabilities in day-to-day workflows.
The conversation covered six key topics:
- Building trust and driving user adoption
- Managing the volume and quality of scientific insights
- Bridging the gap and demonstrating ROI
- Governance, safety and regulatory alignment
- Systematic literature review and methodological rigour
- Emerging use cases
The journey from AI vision to operational velocity in Medical Affairs is one of deliberate, incremental progress rather than a single leap. The organizations making the most tangible progress are those pairing ambitious use cases with disciplined governance, keeping humans in the loop, insisting on provenance, and investing in the change management that turns adoption from an aspiration into a habit.
As AI capabilities mature and expand into new areas, from MSL training to patient journey research, the role of Medical Affairs will continue to evolve. Success will depend not on any single tool or model, but on the strategic architecture connecting people, processes, data and technology. By defining clear use cases, aligning stakeholders, protecting scientific integrity and demonstrating measurable value, Medical Affairs teams can indeed move from vision to velocity. And, therefore, lead their organizations in shaping how AI is applied responsibly in the service of science and patients.
Read the full roundtable discussion
The post From Vision to Velocity: Architecting a Functional AI Strategy for Medical Affairs appeared first on Digital Science.
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来源:Digital Science · digital-science.com
引用原文
Guest Author. From Vision to Velocity: Architecting a Functional AI Strategy for Medical Affairs[EB/OL]. (2026-10-23)[访问日期]. https://www.digital-science.com/blog/from-vision-to-velocity-functional-ai-strategy-for-medical-affairs/.