Emerging leaders in AI-driven autonomous scientific discovery
Agentic Science refers to an emerging paradigm in AI-driven research where autonomous AI agents actively participate in scientific workflows, including hypothesis generation, experiment design, execution, and analysis. Based on a comprehensive search across web sources and X, this list highlights organizations explicitly mentioned as using, developing, or pioneering this approach.
| Organization | Type | Description | Sources/Examples |
|---|---|---|---|
| Massachusetts Institute of Technology (MIT) | Academic | Leading research on agentic AI for materials science and chemistry; authors of foundational papers on autonomous agents in scientific discovery. | Towards agentic science paper; Kulik Lab focuses on AI-driven hypothesis generation and experiment planning. |
| Carnegie Mellon University (CMU) | Academic | Developing agentic systems for chemical engineering and computational modeling; explores AI as "lab-pilots" for reproducible science. | Kitchin Group publishes on agentic paradigms for accelerating discovery. |
| Virginia Polytechnic Institute and State University (Virginia Tech) | Academic | Funding and research into agentic AI for energy sciences; focuses on integrating AI with physical labs. | Xin Lab supported by US Dept. of Energy for agentic workflows in geosciences and biosciences. |
| Stanford University | Academic | Building AI agents for biomedical research; partners with industry to create platforms for autonomous biology workflows. | Project Biomni uses agentic AI to automate literature review, hypothesis testing, and data analysis in life sciences. |
| Enthought | Company | Integrates agentic AI into R&D for hypothesis generation, experiment design, and validation in chemistry and materials science. | Provides enterprise tools for AI co-scientists; helps organizations deploy agentic systems since 2001. |
| Bio Protocol | DeSci Protocol | Tokenizes scientific IP with agentic AI for recursive, parallel discovery; funds labs via on-chain experiments and BioAgents. | Directed $50M+ to scientists; uses agents for automated protocols in longevity and biotech. |
| VitaDAO | DeSci DAO | Employs agentic science for longevity research; uses AI to analyze single-cell data and generate timed research plans. | VitaSTEM project with Aubrai processes 850k+ profiles for hematopoietic stem cell breakthroughs. |
| Aubrai | AI/DeSci Startup | Deploys agentic AI for taboo-health and longevity experiments; routes funding to labs via tokenized outcomes. | Generated 900+ hypotheses; recirculated $400k+ to research, including Aubrey de Grey's lab. |
| BeeARD | DeSci Project | Creates autonomous AI agents for reading papers, connecting data, and generating hypotheses; builds self-updating scientific maps. | Focuses on decentralized, agent-driven truth-mapping in biology. |
| Latch Bio | Biotech Data Company | Develops agentic tools for spatial biology; partners with vendors like 10x Genomics for natural language-driven analysis. | Orchestrates workflows from raw data to publication figures using AI agents. |
| US Department of Energy (DOE), Office of Science | Government Agency | Funds agentic AI research for basic energy sciences, including autonomous discovery in chemistry and physics. | Supports grants for agentic systems in geosciences and biosciences. |
| DeepMind | AI Research Company | Focuses on agentic AI for scientific discovery, including protein folding and materials science. | Leading in Agentic AI development. |
| Deloitte | Consulting Firm | Developing multiagent systems for enterprise, including scientific workflows. | Autonomous generative AI agents. |
| McKinsey & Company | Consulting Firm | Leveraging agentic AI in life sciences for drug discovery and R&D. | Harnessing agentic AI in life sciences. |
| Clarivate | Data & Analytics | Unveils agentic AI for academic workflows and research intelligence. | Agentic AI for research. |
| GSDC | Certification Body | Positions industries to benefit from agentic AI in life sciences and beyond. | Top industries for agentic AI. |
| AIM Media House | Media & Startups | Highlights startups leading in agentic AI for science. | Agentic AI startups. |
| CRN | Tech Media | Tracks hottest agentic AI tools for scientific applications. | Hottest agentic AI tools. |
| AIMultiple | Research Firm | Lists top agentic AI companies in science. | Top agentic AI companies. |
| MIT Sloan | Academic | Studies agentic AI in organizations and science. | Studies on agentic AI. |
| Microsoft Azure | Cloud & AI | Introduces Microsoft Discovery for R&D with agentic AI. | Microsoft Discovery. |
| Amazon Web Services (AWS) | Cloud | Accelerates life sciences innovation with agentic AI. | Agentic AI on AWS. |
| NVIDIA | AI Hardware | Partners in agentic AI for life sciences and robotics. | NVIDIA partners. |
| CIO | Media | Explores agentic AI in industries including science. | Agentic AI industries. |
| Consultancy.eu | Consulting | Transforms pharma lifecycle with agentic AI. | Agentic AI in pharma. |
| Forbes | Media | Covers agentic AI race in science and enterprise. | Agentic AI race. |
| Cognizant | Consulting | Transforms life sciences with agentic AI. | Agentic AI in life sciences. |
| Sendbird | Communication Platform | Reviews top agentic AI companies for science. | Top agentic AI companies. |
| OntoForce | Data Analytics | Transforms life sciences with agentic AI use cases. | Agentic AI use cases. |
| Emergen Research | Market Research | Top companies in agentic AI market for science. | Top agentic AI companies. |
| Agentic Learning AI Lab | Academic Lab | Innovates learning algorithms for agentic AI in science. | Agentic Learning AI Lab. |
| Agent Laboratory (Various Universities) | Research Framework | Uses LLM agents as research assistants for discovery. | Agent Laboratory. |
| Agentic Systems Lab (ETH Zürich) | Academic Lab | Designs and evaluates agentic AI systems for science. | Agentic Systems Lab. |
| Agentic Intelligence Lab | Research Lab | Focuses on reinforcement learning for agentic science. | Agentic Intelligence Lab. |
| Artificial | AI Platform | Lab Agents for AI-powered scientific operations. | Lab Agents. |
| Amazon Science | Research Lab | Scientific frontiers of agentic AI in discovery. | Amazon Science. |
| Topaz Labs (with Texas A&M, Stanford, Caltech) | AI Imaging | Breakthrough in agentic AI for photo editing in science. | Topaz Labs breakthrough. |
| LabVantage | LIMS Software | Agentic AI and smart LIMS for lab operations. | Agentic AI in labs. |
| PMC (Various Labs) | Journal | AI, agentic models, and lab automation for discovery. | scAInce. |
| AI Agent Papers Community | Open Source | Collection of papers on agentic AI for science. | AI agent papers. |
| Kitchin Group (CMU) | Lab | Towards agentic science for discovery. | Kitchin Group publication. |
| Virtual Lab (Zou Group) | Research Project | Virtual lab of LLM agents for science research. | Virtual Lab. |
| BIO Protocol | DeSci | BioAgents for decentralized science with AI. | BioAgents. |
| DAO-AI (IBM Agentics) | Framework | Agentic AI for DAOs in decentralized governance. | DAO-AI. |
| Pseudorandom Bits | Blog | Agentic DAOs: AI and Web3 governance. | Agentic DAOs. |
| Luma (Bio x AI Hackathon) | Event | Hackathon for BioAgents in DeSci. | Bio x AI Hackathon. |
| Chinese Journal of Intelligent Science | Journal | DAOs to AI for Science by DeSci. | DAOs to DeSci. |
| Gate.io | Exchange | DeSci + AI Agents: BeeARD introduction. | BeeARD. |
| CoinDesk | Media | Aubrai launches on Base for DeSci. | Aubrai launch. |
| CoinGlass | Data Platform | DeSci project Aubrai on Base. | Aubrai on Base. |
| BIO Blog | DeSci | BioAgents and DeSci ecosystem. | BIO Blog. |
| DAO-AI Framework | Research | Evaluating decision-making in DAOs with agentic AI. | DAO-AI PDF. |
| Bulletin of CAS | Journal | Decentralized science paradigm. | DeSci paradigm. |
| Aethir | GPU Cloud | Exploring DeSci with AI agents. | DeSci with Aethir. |
| ResearchGate (Various) | Platform | DAO to DeSci: AI for sciences. | DAO to DeSci. |
| YBB Capital | VC | Memes driven by AI agents and DeSci. | AI agents and DeSci. |
| Stanford Law | Law School | Unlocking innovation through DeSci. | DeSci innovation. |
| Data Science Dojo | Education | Agentic AI in data science careers. | What is agentic AI. |
| DAOBase | DAO Aggregator | DeSci ecosystem overview. | DeSci ecosystem. |
| Analytics India Magazine | Media | Agentic AI redefining data science. | Agentic AI careers. |
| Agentic AI Conference | Conference | Future of data & AI with agentic systems. | Agentic AI conference. |