AI Large Language Models & Generative AI in Pharmaceutical…
19 Large Language Models & Generative AI applications in Pharmaceutical & Life Science medicine. Case studies, results, and vendor analysis.
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Case Studies
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Vendors
Case Studies
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Pfizer
Pfizer deploys AI across R&D and commercial operations to cut billions in costs and boost productivity
Pharmaceutical & Life ScienceDrug Discovery & DevelopmentLarge Language Models & Generative AI
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Pharmaceutical companies (unnamed, via Accenture)
Pharmaceutical companies cut CTD authoring time 60–65% with Accenture's AWS generative AI solution
Pharmaceutical & Life ScienceClinical Trials & ResearchLarge Language Models & Generative AI
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Undisclosed Top-10 Global Pharma
Top-10 Global Pharma Reduces Regulatory Submission Drafting Time by 75%+ with IBM Multi-Agent AI
Pharmaceutical & Life ScienceClinical Trials & ResearchLarge Language Models & Generative AI
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Unnamed Global Pharmaceutical Company
Agentic AI cuts clinical trial protocol development from 6 months at global pharma company
Pharmaceutical & Life ScienceClinical Trials & ResearchLarge Language Models & Generative AI
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Pfizer
Pfizer cuts COVID-19 vaccine development from 8-10 years to 269 days using AWS AI and cloud infrastructure
Pharmaceutical & Life ScienceDrug Discovery & DevelopmentLarge Language Models & Generative AI
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Insilico Medicine
Insilico Medicine's AI-generated drug INS018_055 enters Phase II human clinical trials for idiopathic pulmonary fibrosis
Pharmaceutical & Life ScienceDrug Discovery & DevelopmentLarge Language Models & Generative AI
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Merck & Co.
Merck deploys GPTeal enterprise AI platform reaching 50,000+ employees across pharma R&D
Pharmaceutical & Life ScienceDrug Discovery & DevelopmentLarge Language Models & Generative AI
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Bristol Myers Squibb
Bristol Myers Squibb accelerates clinical trial timelines by months with Workbench generative AI platform
Pharmaceutical & Life ScienceClinical Trials & ResearchLarge Language Models & Generative AI
Insilico Medicine
Insilico Medicine discovers IPF drug candidate ISM001-055 in 18 months for $2M using generative AI
Pharmaceutical & Life ScienceDrug Discovery & DevelopmentLarge Language Models & Generative AI
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Insilico Medicine
Insilico Medicine's Generative AI Platform Designs TNIK Inhibitor That Achieves Positive Phase 2a Results for IPF in 18-Month Discovery Timeline
Pharmaceutical & Life ScienceDrug Discovery & DevelopmentLarge Language Models & Generative AI
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Insilico Medicine
Insilico Medicine reaches Phase 2a clinical milestone with generative AI-designed TNIK inhibitor for IPF in under 30 months
Pharmaceutical & Life ScienceDrug Discovery & DevelopmentLarge Language Models & Generative AI
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AstraZeneca
AstraZeneca cuts protocol authoring time 85% with Modella AI multimodal models in oncology R&D
Pharmaceutical & Life ScienceDrug Discovery & DevelopmentLarge Language Models & Generative AI
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Pfizer
Pfizer saves 16,000 scientist hours annually and cuts infrastructure costs 55% with AWS generative AI for drug development
Pharmaceutical & Life ScienceDrug Discovery & DevelopmentLarge Language Models & Generative AI
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Merck
Merck cuts clinical study report drafting from 3 weeks to 4 days with LLM-powered authoring platform
Pharmaceutical & Life ScienceClinical Trials & ResearchLarge Language Models & Generative AI
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National Institutes of Health (NIH) / National Library of Medicine
NIH's TrialGPT cuts clinical trial patient screening time by 40% using large language models
Pharmaceutical & Life ScienceClinical Trials & ResearchLarge Language Models & Generative AI
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Insilico Medicine
Insilico Medicine cuts drug discovery timeline to 12-18 months with generative AI platform Chemistry42, advancing ISM3412 cancer drug to Phase 1 trial
Pharmaceutical & Life ScienceDrug Discovery & DevelopmentLarge Language Models & Generative AI
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Bristol Myers Squibb
Bristol Myers Squibb accelerates clinical trials by months with Workbench AI platform
Pharmaceutical & Life ScienceClinical Trials & ResearchLarge Language Models & Generative AI
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Novo Nordisk
Novo Nordisk cuts clinical study report generation time by 90% with generative AI on AWS
Pharmaceutical & Life ScienceClinical Trials & ResearchLarge Language Models & Generative AI
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Bristol Myers Squibb
Bristol Myers Squibb accelerates drug development pipeline with Accenture GenAI
Pharmaceutical & Life ScienceDrug Discovery & DevelopmentLarge Language Models & Generative AI
AI Roadmap — Two hours charting for every hour with patients. Prior auth eating your back office. Both fixable, in the right order. 12 pages, 72 hours.