Pharmaceutical GenAI Implementations

54 records | 43 companies | Sources: public data

SUMMARY

Production: 21 (39%) | Pilot: 14 (26%) | Active: 12 (22%)

Top function: Drug Discovery (20) | Peak year: 2024 (30)

Tech split: ChatGPT 20% | Custom 13% | Other 67%

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PIPELINE STAGE:

Platform	Use Case	Technology	Function	Type	Pipeline Stage	Status	Link
"Integrated Drug Creation"	Generative AI for antibody design and protein therapeutics	GenAI	Discovery	Platform	Lead Gen	PILOT	Link
GitHub Copilot + Internal Tools	GPT-based coding and content tools for regulatory services	Copilot	IT/Development	CRO	Multi-Stage	INTERNAL ROLLOUT	Link
AI Medical Info Voice Agent	Voice agent for medical information hotline calls about drug stability	Voice AI	Commercial	Pharma	Commercial	PILOT	Link
GenAI Molecular Simulations	Y Combinator-backed GenAI-based molecular simulations for pre-clinical drug development	GenAI	Discovery	AI Vendor	Preclinical	ACTIVE	Link
"LifeSphere GenAI"	GenAI/LLM intake and "touchless" PV case processing	GenAI/LLM	Pharmacovigilance	AI Vendor	Commercial	PILOT	Link
R&D Documentation Platform	AI-powered R&D documentation platform for biopharma FDA submissions	LLM	Regulatory	AI Vendor	Regulatory	ACTIVE	Link
Internal AI Assistants	Data visualization and clinical data comparison tools for portfolio management and cross-functional decision making.	Custom AI	Data	Pharma	Multi-Stage	ACTIVE	Link
Zero-Shot Generative AI Antibodies	Partnership to design de novo antibody therapeutic for oncology using first-of-its-kind zero-shot generative AI model	GenAI	Discovery	Pharma	Lead Gen	ACTIVE	Link
AI Knowledge Graph Target Discovery	AI knowledge graphs and generative models for novel drug target identification across multiple diseases	AI Platform	Discovery	Pharma	Target	PROD	Link
"myGenAssist"	Enterprise-wide AI assistant for content generation, data analysis, R&D support, and operational efficiency across all business functions.	Custom AI	Multiple	Pharma	Multi-Stage	PROD	Link
"Knowledge Graph Platform"	AI knowledge-graph platform for target identification	AI Platform	Discovery	Platform	Target	PROD	Link
"CoAuthor"	GenAI drafting/QA for CSRs, PBRERs, Module 3 (vendor product used internally)	GenAI	Regulatory	CRO	Regulatory	PROD	Link
"Gemini Platform"	Strategic collaboration integrating 300+ cloud-connected bioreactors with Google Gemini AI	GenAI	Manufacturing	Biotech	Mfg	PROD	Link
"MaLPHAS"	Machine Learning Predictions Having Amplified Secretion - ML system predicting genetic modifications for improved protein yield	AI Platform	Manufacturing	Biotech	Mfg	PROD	Link
Internal ChatGPT + AI Games	ChatGPT for clinical protocols, consent forms, FDA submissions + employee training	ChatGPT	Regulatory	Pharma	Regulatory	INTERNAL ROLLOUT	Link
AlphaFold-Based Drug Design	Landmark agreement using Isomorphic Labs next-gen AlphaFold models and generative AI for small-molecule drug design	DeepMind	Discovery	Pharma	Lead Gen	ACTIVE	Link
AI Medical Info Chatbot	GPT-powered tool for 24/7 medical information queries	GPT	Commercial	CRO	Commercial	PILOT	Link
"Discovery OS"	AWS AI-powered platform to advance drug design	AWS AI	Discovery	Biotech	Lead Gen	INTERNAL ROLLOUT	Link
"Generative Biology Platform"	AI platform for designing novel protein therapeutics	Proprietary	Discovery	Platform	Lead Gen	PROD	Link
"gsk.ai Platform"	Internal AI platform employing 230+ professionals with AI/ML capabilities across R&D	AI Platform	Multiple	Pharma	Multi-Stage	PROD	Link
Patient Intake Chatbot	Voice-enabled chatbot for pre-visit patient questions and intake forms	Voice AI	Clinical	CRO	Clinical	PILOT	Link
GenAI Protocol Suite	Auto-generates lay-language protocol synopses and informed consent forms	GenAI	Clinical	CRO	Clinical	PILOT	Link
"Pharma.AI"	Full-stack AI platform for drug design	AI Platform	Discovery	Platform	Target	PROD	Link
"PandaOmics"	Cloud-based AI platform applying ML and bioinformatics to multimodal omics data	AI Platform	Discovery	Platform	Target	PROD	Link
"ISM001-055 (AI-Designed IPF Drug)"	First AI-designed small molecule for idiopathic pulmonary fibrosis designed entirely using generative AI models	GenAI	Discovery	Platform	Clinical	PROD	Link
AlphaFold-derived AI	AI for small-molecule lead discovery using protein folding tech	DeepMind	Discovery	Platform	Lead Gen	PILOT	Link
Enterprise ChatGPT	Mandatory AI training + ChatGPT deployment across 56,000 employees	ChatGPT	Multiple	Pharma	Multi-Stage	PROD	Link
"Synergy AI"	Computer vision + NLP system extracting 180 structured clinical data points from medical records	AI Platform	Clinical	Biotech	Clinical	PROD	Link
"Intelligent Trials"	Trial ops intelligence with LLM assistants for ops Q&A	AI + LLM	Clinical	CRO	Clinical	PILOT	Link
"CSR Copilot / GPTeal"	Internal LLM platform to enhance clinical study report development	Internal LLM	Regulatory	Pharma	Regulatory	INTERNAL ROLLOUT	Link
"GPTeal"	Clinical Study Report Generation	Custom AI	Regulatory	Pharma	Regulatory	PROD	Link
"myGPT Suite"	Enterprise Assistant & Knowledge Management	ChatGPT	HR/Know	Pharma	Multi-Stage	SCALE	Link
"Dose ID GPT"	Clinical Data Analysis & Dose Optimization	ChatGPT	Clinical	Pharma	Clinical	ACTIVE	Link
mRNA Design AI Platform	Generative AI and quantum computing to advance mRNA vaccine and therapy design through sequence optimization	GenAI	Discovery	Pharma	Lead Gen	ACTIVE	Link
"TrialGPT"	AI algorithm for matching patients to clinical trials with automated eligibility assessment	ChatGPT	Clinical	CRO	Clinical	PROD	Link
"NovaGPT + Dataiku RAG"	Secure network chatbot for HR/internal comms + RAG chatbot for data Q&A	ChatGPT	HR/Know	Pharma	Multi-Stage	INTERNAL ROLLOUT	Link
Dataiku RAG Chatbot	Internal knowledge management and data querying system enabling natural language questions about company data and research.	Dataiku Plat...	Data	Pharma	Multi-Stage	PROD	Link
Protein Therapeutics via Generative AI	Multi-target collaboration to create protein therapeutics de novo using generative AI models	GenAI	Discovery	Pharma	Lead Gen	ACTIVE	Link
DeepMind AI Drug Design	Strategic collaboration using Isomorphic Labs AlphaFold-based AI for small-molecule drug discovery against three targets	DeepMind	Discovery	Pharma	Lead Gen	ACTIVE	Link
"ChatPandaGPT"	GPT-based chat assistant for biomedical platform queries	GPT-based	Discovery	Platform	Target	PILOT	Link
PV GenAI Tools	GenAI/NLP across case intake, assessment, report writing	GenAI/NLP	Pharmacovigilance	CRO	Commercial	PILOT	Link
"Charlie"	GenAI marketing workbench for content creation, fact-checking, risk labeling	ChatGPT	Commercial	Pharma	Commercial	PROD	Link
"Enhanced Query Tool"	LLM tool for querying >35M PubMed abstracts + proprietary data	LLM	Discovery	Platform	Target	INTERNAL ROLLOUT	Link
Steerable AI Models	Makes AI models like AlphaFold "steerable" through prompting similar to ChatGPT	AI Platform	Discovery	AI Vendor	Target	ACTIVE	Link
"RocheGPT"	Internal LLM assistant for extracting structured data from scientific reports	Internal LLM	Commercial	Pharma	Commercial	INTERNAL ROLLOUT	Link
"Concierge & plai"	Internal productivity assistant for corporate workflows, document generation, and employee support across business functions.	Custom AI	HR/Know	Pharma	Multi-Stage	PROD	Link
15-Drug AI Discovery Partnership	Generative AI platform partnership to develop up to 15 novel small-molecule drug candidates in oncology and immunology	GenAI	Discovery	Pharma	Lead Gen	ACTIVE	Link
"ELaiN"	AI chatbot interface for electronic lab notebook instructions	GenAI	Laboratory	CRO	Multi-Stage	PILOT	Link
AI Protocol Optimization	AI agents for trial data scanning, site performance prediction, protocol optimization	AI Agents	Clinical	CRO	Clinical	PILOT	Link
ChatGPT Integration	First major lab automation platform with ChatGPT integration for natural language experiment design	ChatGPT	Laboratory	Biotech	Multi-Stage	PROD	Link
"CSR Assistant"	Clinical Study Report Drafting	ChatGPT	Regulatory	Pharma	Regulatory	PILOT	Link
"BEYOND Platform"	Proprietary AI with physical models exploring unprecedented chemical space for undruggable targets	Proprietary	Discovery	Biotech	Lead Gen	ACTIVE	Link
"Frontline Copilot"	AI assistants for pharma factory floor operations and equipment queries	Voice AI	Manufacturing	CRO	Mfg	PILOT	Link
"Vault CRM Bot & Voice"	Field/commercial copilot features for MSL/rep assistants	AI Copilot	Commercial	CRO	Commercial	PROD	Link

54 total implementations

Last update: Jan 2025

PATTERNS

Most active: Novartis (4), AstraZeneca (3), Insilico Medicine (3)

Highest impact: Regulatory writing (50%+ efficiency gains), Enterprise/HR (40K+ users)

Largest scale: J&J 56K users, Bayer 40K users, Merck 50K users

Peak deployment: 2024 (30 implementations)

DATA SOURCE

Press releases: 45% | Case studies: 30% | Conf talks: 15% | 10%
Compiled by IntuitionLabs | Updated quarterly