*Start your Free Trial:* https://www.cloudera.com/products/cloudera-public-cloud-trial.html?internal_keyplay=ALL&internal_campaign=FY25-Q1-GLOBAL-CDP-5-Day-Trial&cid=FY25-Q1-GLOBAL-CDP-5-Day-Trial&internal_link=WWW-Nav-u01 AbbVie Chief Architect Brian Martin joins Cloudera’s Abhas Ricky to reveal how the pharmaceutical giant is shifting from qualitative to quantitative R&D decision-making using AI. Discover how AbbVie leverages Knowledge Graphs and RAG (Retrieval-Augmented Generation) to automate clinical study reports, reducing draft times by up to 80%. Learn about their "three-class formalism" for human-in-the-loop governance and how they achieved a 250,000-hour FTE return on investment in 2024. This session provides a strategic roadmap for scaling AI in highly regulated industries while maintaining strict data security and clinical integrity. Discover more from our Evolve25 events by subscribing to Cloudera! Full Playlist: https://www.youtube.com/playlist?list=PLe-h9HrA9qfCICqW5TOHX2VsdNiQfMaq6 *Ready to lead?* Download our latest report on the future of Financial Services AI: https://www.cloudera.com/campaign/what-comes-after-the-hype-financial-services-ai-strategies-in-2026-and-beyond.html *Get Started* 🔹 Customer Success Stories: https://www.cloudera.com/customers.html 🔹 Read the Cloudera Blog: https://www.cloudera.com/blog.html *Resources:* Hear more from our customers: https://www.youtube.com/playlist?list=PLe-h9HrA9qfABGzjKR86Sycoyq83EjLl9 Watch Demos: https://www.youtube.com/playlist?list=PLe-h9HrA9qfCZIH6ji5hxKucwXi0xvBSi Chapters: 00:00 Intro: Meet Brian Martin, Chief AI Architect at AbbVie 00:46 Three Pillars of Enterprise GenAI: Use Cases, Metrics, and Takeaways 01:32 Qualitative to Quantitative: How LLMs unlock R&D data value 02:20 The Pharmaceutical R&D Pipeline: From discovery to market access 03:07 Building Knowledge Graphs: Supplying quantitative evidence to medical experts 04:04 RAG and Graph Relationships: Powering the next generation of AI use cases 04:23 Automated Document Generation: Shrinking weeks of work into first drafts 04:54 Case Study: Accelerating FDA regulatory submissions with AI 05:46 Measuring Success: Operational, Analytical, and Experiential ROI 06:41 AI as a Team Sport: How to evaluate strategic technology partners 07:28 Curing Pilot-itis: Shifting from tech-driven to business-driven AI 08:28 Service Now Integration: Connecting configuration management and data lineage 09:20 Focus on Business Outcomes: Why AI is a talent arbitrage problem 10:16 Enterprise Metrics: How AbbVie returned 250,000 hours to employees 11:03 Hard vs. Soft KPIs: Differentiating value in automated help desk tickets 12:15 Strategic Guardrails: Defining the levels of AI governance 13:42 Formalizing Human-in-the-Loop (HITL): Three classes of evaluation 14:48 Evaluating outcomes: Active vs. Passive monitoring thresholds 15:21 Conclusion: The critical importance of AI guardrails *Connect with Cloudera* Subscribe to stay ahead of the curve with the latest in data strategy, open architectures, and enterprise AI innovations. https://www.cloudera.com LinkedIn ► https://www.linkedin.com/company/cloudera Facebook ► https://www.facebook.com/cloudera/ X ► https://x.com/cloudera Spotify ► https://open.spotify.com/show/102S8zoZR6nmZV0HxZlxZu #EnterpriseAI #GenAI #AbbVie #Cloudera #DataGovernance #AIStrategy #GenerativeAI #KnowledgeGraph #PharmaTech #DigitalTransformation

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