下一代数据管理——利用智能体人工智能在制药行业实现规模化洞察（由 ZS 赞助）.pdf

1、 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.Laura MontealegreShe/her/hersPrincipalZS AssociatesNext-Generation Data Management Insights at Sca

2、le with Agentic AI in PharmaA I M 2 9 8-S 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.CIOs are defining where AI must deliver in 2026Two budget paths to value:Quick wins and long-cycle bets(20%+budget increase).Growth is on the line and leaders want value from AI.Agents are th

3、e goal,but domain context and trust-building are areas to master.AI demands stronger data and a more resilient core infrastructure.The gap between experimentation and impact points to the operating model.2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.Growth is on the line and lea

4、ders want value from AI9 out of 10 pharma CIOs say AI is a threat to growth,next 3 yrs“How we think of what it takes to succeed has changed.The function isnt hardcore IT technologists anymore.People must be focused on business value transformation.”CIO at a large global pharma company50%46%46%41%39%

5、34%42%50%47%51%53%58%92%96%93%92%92%92%123456Series1Series2 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.There are two complementary paradigms to make data platform ready to embrace Agentic AIAI for DataAutomating ingestion,scripting,testing,and pipeline managementData for AIPr

6、eparing data products consumable by AI/GenAI 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.The urgency to act is clear Agentic AI can reduce cost,accelerate value,and maintain governanceCost Savings 30-40%New use cases4XReimagining Data ConsumptionConversational analyticsPersona