Generated by All in One SEO v4.9.7.2, this is an llms.txt file, used by LLMs to index the site. # Atinary Enables Self-Driving Labs® technology ## Sitemaps - [XML Sitemap](https://staging-web.atinary.com/sitemap.xml): Contains all public & indexable URLs for this website. ## Posts - [Blog](https://staging-web.atinary.com/blog/) - [How AI-Powered Molecular Discovery Software Accelerates Research](https://staging-web.atinary.com/blog/how-ai-powered-molecular-discovery-software-accelerates-research/) - Discover how AI is transforming molecular design with predictive models and automated workflows. - [Evaluation Map: Navigating the Landscape of AI-Driven R&D and SDLabs®](https://staging-web.atinary.com/blog/evaluation-map-navigating-the-landscape-of-ai-driven-rd-and-sdlabs/) - Evaluate AI R&D in 2026. Compare SDLabs technical pillars against traditional bottlenecks to accelerate R&D and discovery. - [AI DoE for Chemists: an Optimization Guide](https://staging-web.atinary.com/blog/ai-doe-for-chemists-an-optimization-guide/) - A chemist’s guide to AI-powered DoE—workflow examples, benefits, and practical applications. - [Reimagining how science is done: 6 trends reshaping R&D by 2030](https://staging-web.atinary.com/blog/reimagining-how-science-is-done-6-trends-reshaping-rd-by-2030/) - Explore key pharma R&D trends shaping drug development through 2030, including AI-driven discovery, biopharma capabilities, and R&D transformation. - [Atinary & AWS: Accelerating Scientific R&D with Self-Driving Labs®](https://staging-web.atinary.com/blog/atinary-aws-self-driving-labs/) - Discover how Atinary’s SDLabs® platform, hosted on AWS cloud infrastructure, is accelerating process optimization and drug discovery timelines from months to weeks. - [AI-Driven Experimentation in Solar Cell Research](https://staging-web.atinary.com/blog/ai-driven-experimentation-in-solar-cell-research/) - See how MIT researchers used Atinary SDLabs and Bayesian optimization to speed up perovskite solar cell research. Read the case study. ## Pages - [Home Main](https://staging-web.atinary.com/) - We're revolutionizing scientific discovery and innovation with Self-Driving Labs. See AI-driven experimentation in action. Watch the demo today. - [About Us](https://staging-web.atinary.com/about-us/) - About Us Learn more about our Story, Vision, Mission, and Team Our Story As pioneers of Self-Driving Labs®, Atinary’s founders, Dr. Hermann Tribukait and Dr. Loïc Roch, coined the term in 2017 following their leadership of a global innovation initiative on accelerating materials discovery for leading scientists. This collaboration produced the foundational roadmap that pioneered - [Code-Free AI R&D Platform](https://staging-web.atinary.com/technology/sdlabs/) - SDLabs: Code-free AI platform for R&D Atinary's code-free agentic AI platform combines ML optimizers, data analytics, and visualization into one intuitive interface – enabling scientists to design and solve complex, multi-objective optimization challenges faster, without coding or ML expertise.Optionally integrate with your existing manual or automated lab ecosystem for seamless, end-to-end R&D workflows. Watch The - [AI Formulation Platform](https://staging-web.atinary.com/applications/ai-formulation-platform/) - Accelerate formulation development with Atinary’s code-free AI platform. Optimize experiments, integrate lab systems, and request a demo. - [AI Material Discovery Platform](https://staging-web.atinary.com/applications/ai-material-discovery-platform/) - Explore Atinary SDLabs, a code-free AI materials discovery platform that accelerates experiments, optimization, and lab automation. Request a demo. - [AI Experimental Design Platform](https://staging-web.atinary.com/applications/ai-experimental-design-platform/) - Discover Atinary SDLabs, a code-free AI experimental design platform for closed-loop optimization. Book a demo and accelerate lab R&D. - [AI Chemistry R&D Platform](https://staging-web.atinary.com/applications/ai-chemistry-rd-platform/) - Accelerate chemistry R&D with SDLabs. Optimize experiments, automate workflows, and integrate lab systems—book a demo today. - [AI Pharmaceutical R&D Platform](https://staging-web.atinary.com/applications/ai-pharmaceutical-rd-platform/) - Accelerate drug discovery and pharma R&D with SDLabs, a code-free AI platform for optimization, screening, and closed-loop automation. Learn more. - [AI Cosmetic Discovery Platform](https://staging-web.atinary.com/applications/ai-cosmetic-discovery-platform/) - Accelerate cosmetics, fragrance, and beauty R&D with Atinary’s code-free AI platform. Discover, optimize, and integrate faster—request a demo. - [AI Biotech R&D Platform](https://staging-web.atinary.com/applications/ai-biotech-rd-platform/) - Optimize biotech R&D with SDLabs, Atinary's AI platform for experiment planning, bioprocess optimization, and Self-Driving Labs®. Request a demo. - [Careers](https://staging-web.atinary.com/careers/) - Career Opportunities Open Positions December 1, 2025 Machine Learning Engineer We are seeking a proactive and results-driven Machine Learning Engineer to join our team in Lausanne, Switzerland. This pivotal role focuses on building and scaling the ML systems that power our AI-driven R&D platform, SDLabs. Join Atinary to shape a future where AI is central - [SeMOpt](https://staging-web.atinary.com/technology/semopt/) - SeMOpt Transfer Learning Algorithm for Bayesian Optimization Watch The Demo See How It Works Contact Us Transfer Learning Algorithm SeMOpt is Atinary’s advanced Semantic Memory Enhanced Optimization algorithm, purpose-built to supercharge experimental R&D by harnessing the power of prior knowledge and state-of-the-art machine learning. With SeMOpt, your lab can dramatically reduce iteration cycles, extract more - [Technology](https://staging-web.atinary.com/technology/) - Self-Driving Labs® Technologies for Modern Science Scalable AI and closed-loop systems, built for diverse lab environments across life-, materials-, and chemical sciences. Flexible solutions backed by years of deep-tech and scientific expertise. Watch The Demo See How It Works Contact Us AI Platform SDLabs Atinary’s AI-driven R&D platform integrates machine learning (ML) optimizers, data analytics, - [Self-Driving Labs | Atinary Technologies](https://staging-web.atinary.com/technology/self-driving-labs/) - Self-Driving Labs® Technologies Atinary pioneered Self-Driving Labs® technologies, bringing artificial intelligence into the physical world of scientific R&D labs. Since 2019, Atinary has built the core technology that enables human researchers to deploy machine learning integrated with robots to learn, adapt, and optimize experiments autonomously. Watch The Demo See How It Works Contact Us "Self-Driving - [Atinary Falcon](https://staging-web.atinary.com/technology/atinary-falcon/) - Atinary Falcon Meet Atinary Falcon, Atinary’s proprietary global optimization algorithm purpose-built to accelerate innovation in experimental R&D. Trusted by leaders across pharma, biotech, materials science, cosmetics, flavors and fragrances, and chemistry, Falcon is redefining what’s possible in scientific discovery, delivering speed, precision, and scalability through next-generation machine learning. Watch The Demo See How It Works - [Emmental](https://staging-web.atinary.com/technology/emmental/) - Emmental Algorithm Advanced ML Algorithm for Constrained Optimization Watch The Demo See How It Works Contact Us Introducing Emmental Emmental is a key feature of Atinary’s Falcon optimization algorithm. Unlike standard Bayesian or classical DoE approaches,scientists can define experimental constraints upfront, and Falcon ensures only feasible and actionable conditions are recommended. Constrained Optimization Emmental Types - [Contact Us](https://staging-web.atinary.com/contacts/) - Contact Atinary Technologies today for partnership offers and general inquires. - [Resources](https://staging-web.atinary.com/resources/) - Resources News All News Publications All Publications - [Solutions](https://staging-web.atinary.com/solutions/) - solutionsAll About AtinaryPromoting global multi-disciplinary collaborations and partnerships that put cutting-edge scientific knowledge into action.Self-Driving Labs® platformSaaS ML platform to optimize your experimental planning and analyze resultsClosed-Loop ConceptLearn more about the closed-loop conceptDevelop better, cheaper, and greener products, faster today.Leverage your data and move from trial-and-error to data-driven R&D processes today. We provide an end-to-end ML - [Privacy Policy](https://staging-web.atinary.com/privacy-policy/) - Privacy Policy Privacy policy We respect your privacy and are committed to protecting it through our compliance with this privacy policy (“Policy”). This Policy describes the types of information we may collect from you or that you may provide (“Personal Information”) on the staging-web.atinary.com website (“Website”), “SDLabs” and “Nexus” applications (“Application”), and any of their - [Cookies Policy](https://staging-web.atinary.com/cookies-policy/) - Cookies Policy Cookies Policy This cookie policy (“Policy”) describes what cookies are and how and they’re being used by the Atinary Technologies websites (“Website” or “Service”) and any of its related products and services (collectively, “Services”). This Policy is a an agreement between you (“User”, “you” or “your”) and this Website operator (“Operator”, “we”, “us” - [Home](https://staging-web.atinary.com/main-2/) - Revolutionizing Scientific Discovery and Innovation with Self-Driving LabsAI’s Next Frontier: Physical AI in the Lab AI-driven R&D platform to accelerate optimization and discovery of molecules and materialsContact UsSee AI-driven experimentation in Action[pagex_video data="%7B%22source%22%3A%22youtube%22%2C%22meta_key%22%3A%22pod%3Adate-done%22%2C%22video_url%22%3A%22https%3A%5C%2F%5C%2Fwww.youtube.com%5C%2Fwatch%3Fv%3DSX26XRFx0U0%22%7D"]Watch the Demo[pagex_video data="%7B%22source%22%3A%22youtube%22%2C%22meta_key%22%3A%22pod%3Adate-done%22%2C%22video_url%22%3A%22https%3A%5C%2F%5C%2Fwww.youtube.com%5C%2Fwatch%3Fv%3DvJYDAiULORE%22%7D"]Our VisionScience Matters.Atinary’s vision is to change how science and R&D are done, for the good of society. We aspire - [Applications](https://staging-web.atinary.com/applications/) - AI-Driven R&D Solutions for the Next Era of Discovery Accelerate innovation, reduce costs, and optimize every experiment—powered by Atinary’s no-code and Self-driving labs™ technology, SDLabs, for R&D and scientific discovery. Watch The Demo Watch The Demo Contact Us R&D Is Ready for Reinvention Manual, trial-and-error experimentation slows breakthroughs and drains budgets, limiting a team's ability ## News - [Atinary Recognized in the Gartner® Hype Cycle™ for Life Science R&D, 2026 Report](https://staging-web.atinary.com/news/atinary-recognized-in-the-gartner-hype-cycle-for-life-science-rd-2026-report/) - Atinary has been recognized as a Sample Vendor in the Gartner® Hype Cycle™ for Life Science R&D, 2026 report across two profiles: Lab-in-the-Loop and AI Materials Informatics. Discover how our platform, SDLabs®, deploys agentic AI and closed-loop automation to eliminate manual laboratory bottlenecks and accelerate exponential scientific discovery. - [Atinary Snapdragon Chemistry Collaboration on AI Process Optimization](https://staging-web.atinary.com/news/atinary-snapdragon-chemistry-cambrex/) - Learn how Atinary and Snapdragon Chemistry are advancing AI-driven chemistry process optimization for pharma. Read the announcement now. - [Self-Driving Labs®: Transforming R&D Industry (WEF 2024 Feature)](https://staging-web.atinary.com/news/article-defining-self-driving-labs-for-the-world-economic-forum-annual-meeting-2024-in-davos/) - WEF 2024 featured insight by Atinary founders on Self-Driving Labs® (SDL). Discover how we accelerate R&D and innovation in chemistry and materials science. Read more. - [AI for T Cell Engineering with Stanford](https://staging-web.atinary.com/news/ai-and-tcell-engineering/) - Atinary and Stanford use AI and Self-Driving Labs® to optimize T cell engineering for safer, more effective CAR-T therapies. Learn more. - [Atinary Named a World Economic Forum 2026 Technology Pioneer](https://staging-web.atinary.com/news/atinary-named-a-world-economic-forum-2026-technology-pioneer/) - Atinary has been named a 2026 Technology Pioneer by the World Economic Forum. Recognized for its transformative potential, the pioneer in Self-Driving Labs® and Physical AI is redefining the R&D paradigm – augmenting humans with AI and robotics to accelerate scientific discovery. - [Podcast: Atinary and the Swiss BioTools Community](https://staging-web.atinary.com/news/podcast-atinary-and-the-swiss-biotools-community/) - Atinary Co-Founder & CTO Dr. Loïc Roch discusses Self-Driving Labs® technology and the rise of Swiss BioTools on the Swisspreneur podcast. Tune in to hear how physical AI is transforming life sciences innovation. - [SDLabs Platform receives the "Solar Impulse Efficient Solution" Label](https://staging-web.atinary.com/news/sdlabs-platform-receives-the-solar-impulse-efficient-solution-label/) - Atinary’s SDLabs Platform earned the Solar Impulse Efficient Solution Label. Learn how it supports sustainable, efficient R&D. - [Atinary Opens Self-Driving Labs® in Boston, Bringing AI into the Physical World of R&D](https://staging-web.atinary.com/news/opening-atinary-self-driving-labs-boston/) - Atinary opens a self-driving lab in Boston, advancing AI-powered, closed-loop R&D. Read how it accelerates scientific discovery. - [Atinary Launching its Self-driving Data Factory: The AI-driven Laboratory for High-Quality Data and Molecules Generation](https://staging-web.atinary.com/news/launch-of-the-atinary-lab/) - Read about the Atinary Lab launch with Takeda and how AI-driven lab automation will advance high-quality data and drug discovery. - [Atinary Co-Founder and CTO Interview for Biopôle Community Stories](https://staging-web.atinary.com/news/interview-with-atinary-co-founder-loic-roch-for-the-biopole-community-stories/) - Read the Atinary co-founder interview with Loïc Roch on Biopôle Community Stories. Learn how SDLabs supports AI for R&D and discovery. - [Dr. Paco Laveille Joins Atinary’s Scientific Advisory Board](https://staging-web.atinary.com/news/atinary-welcomes-dr-paco-laveille-to-its-scientific-advisory-board/) - Atinary announces Dr. Paco Laveille’s Scientific Advisory Board appointment. Read how his expertise supports AI-driven R&D innovation. - [Atinary Collaborates with MIT Laboratory for Soft Materials](https://staging-web.atinary.com/news/atinary-collaborates-with-mits-laboratory-for-soft-materials/) - Atinary partners with MIT’s Laboratory for Soft Materials to accelerate self-assembly research with its no-code Self-Driving Labs® platform. Read more. - [Atinary SwissCAT+ Materials Discovery with Self-Driving Labs®](https://staging-web.atinary.com/news/atinary-and-swisscat-showcase-the-future-of-materials-discovery/) - See how Atinary and SwissCAT+ advance AI-driven materials discovery with Self-Driving Labs® at ETH Zurich. Read the news update. - [Atinary Scientific Advisory Board Welcomes Professor Philippe Schwaller](https://staging-web.atinary.com/news/atinary-adds-artificial-chemical-intelligence-expert-to-its-scientific-advisory-board/) - Atinary welcomes Professor Philippe Schwaller to its Scientific Advisory Board. Read how his expertise advances AI-driven chemistry and discovery. - [Atinary Self-Driving Lab with ABB, Agilent and Mettler-Toledo](https://staging-web.atinary.com/news/atinary-abb-mettler-toledo-and-agilent-are-building-the-first-self-learning-and-self-driving-lab-of-its-kind/) - Atinary teams with ABB, Agilent and Mettler-Toledo to launch a self-driving lab for small-molecule synthesis in Boston. Learn more. - [AI-Driven Metal-Based Antibiotic Discovery](https://staging-web.atinary.com/news/ai-driven-research-in-metal-based-antibiotic-discovery/) - Atinary and the University of York’s Frei Lab launch AI-driven metal-based antibiotic discovery to accelerate new antimicrobials. Read more. - [Inside Atinary’s New Biopôle Office and Team Culture](https://staging-web.atinary.com/news/atinary-biopole-office-culture/) - Discover Atinary’s new Biopôle office and a behind-the-scenes look at the team culture fueling its AI-powered R&D mission with Self-Driving Labs™. - [Strategic partnership with JAG Group](https://staging-web.atinary.com/news/strategic-partnership-with-jag-group/) - Atinary Technologies and JAG Group launched a strategic partnership to accelerate innovation in pharma, biotech and clean energy with AI and robotics. - [Exciting article featured on the cover of Chem Catalysis](https://staging-web.atinary.com/news/article-featured-on-the-cover-of-chem-catalysis/) - 🔬🚀 Our latest article has made the cover of Cell Press Chem Catalysis Feb issue! At SwissCat+, we're revolutionizing heterogeneous catalysts R&D by marrying ML-Bayesian optimization with automated experimentation. - [Atinary Inspires High School Students in STEM](https://staging-web.atinary.com/news/atinary-inspires-high-school-students-in-stem/) - Atinary at Potenti'ELLE en Science to inspire high school students, showcasing our no-code AI platform and Self-driving Lab technology, SDLabs, and diverse STEM careers. - [Atinary and Chemspeed's Demo Lab Opening](https://staging-web.atinary.com/news/atinary-and-chemspeed-demo-lab-opening/) - Atinary & Chemspeed launched their Demo Lab in Basel, showcasing AI and robotics for autonomous R&D, augmenting scientists and accelerating discovery. - [Dr. Stephen Buchwald Joins Atinary’s Advisory Board](https://staging-web.atinary.com/news/dr-stephen-buchwald-joins-atinarys-advisory-board/) - Atinary welcomes Dr. Stephen Buchwald, pioneering chemist behind Buchwald–Hartwig reaction, to advance AI-driven molecular discovery and innovation. - [Atinary and Chemspeed teaming up for Self-Driving Labs](https://staging-web.atinary.com/news/atinary-and-chemspeed-teaming-up-for-self-driving-labs/) - Atinary and Chemspeed are teaming up to accelerate R&D with AI and automation. Their no-code AI and automation platforms are now fully integrated, enabling self-driving labs with closed-loop optimization. Live demos launch in Basel (Q3 2025) and Boston (Q4 2025), showcasing faster, smarter experimentation. - [Atinary Joins the AWS Partner Network](https://staging-web.atinary.com/news/atinary-joins-aws-partner-network/) - Atinary and Amazon Web Services (AWS) partner to accelerate AI-driven R&D and Scientific Discovery. - [Atinary’s SDLabs Platform is SOC 2 Compliant](https://staging-web.atinary.com/news/atinarys-sdlabs-platform-is-soc-2-compliant/) - Atinary’s SDLabs Platform is now SOC 2 compliant, ensuring top security, availability, and trust for scientists and R&D teams worldwide. - [Atinary is now listed on AWS Marketplace](https://staging-web.atinary.com/news/atinary-is-now-listed-on-aws-marketplace/) - Atinary announces availability of its SDLabs platform in AWS Marketplace. - [Atinary collaborates with CAPeX and DTU](https://staging-web.atinary.com/news/atinary-collaborates-with-capex-and-dtu/) - Atinary collaborates with the Pioneer Center for Accelerating P2X Materials Discovery (CAPeX) at Technical University of Denmark (DTU) & Aalborg University AAU - [Atinary and ACD/Labs Announce an AI-Informatics Partnership](https://staging-web.atinary.com/news/atinary-and-acd-labs-announce-an-ai-informatics-partnership/) - The organizations are collaborating to deliver an integrated AI experience for high throughput experimentation (HTE). - [Atinary secures $5M seed round to turbocharge R&D](https://staging-web.atinary.com/news/atinary-secures-5m-seed-round-to-turbocharge-rd/) - Atinary closes its seed round of 5 million USD. The investment will empower Atinary to grow and deploy its AI no-code SDLabs platform at scale. - [Collaboration with IBM Research Europe](https://staging-web.atinary.com/news/collaboration-with-ibm-research-europe/) - Atinary and IBM Research conduct a high-impact project, integrating ML, robotics & cloud computing to revolutionize chemistry, optimization & materials discovery. - [Atinary receives a CHF 2M grant from Innosuisse](https://staging-web.atinary.com/news/atinary-receives-a-chf-2m-grant-from-innosuisse/) - Innosuisse awards Atinary a CHF2M grant. This achievement marks a pivotal moment, underscoring both validation and providing fresh funds for substantial scaling - [Promising strategic partnership with Takeda](https://staging-web.atinary.com/news/strategic-partnership-with-takeda/) - Atinary announces the strategic collaboration with d Takeda, the largest Japanese pharmaceutical company, to drive innovation in healthcare. - [Atinary sponsors Hackathon: 2 Award-Winning Projects!](https://staging-web.atinary.com/news/atinary-sponsors-hackathon-2-award-winning-projects/) - Atinary sponsors the “LLM Hackathon for Applications in Materials Science & Chemistry” at EPFL, Lausanne. Congratulations to our 2 award-winning projects! - [Release of SeMOpt: a new transfer-learning algorithm](https://staging-web.atinary.com/news/release-of-semopt-a-new-transfer-learning-algorithm/) - Atinary Technologies releases SeMOpt, a new machine learning algorithm for transfer-learning and accelerating optimization processes. - [Milestone: 100,000+ optimizations by SDLabs](https://staging-web.atinary.com/news/milestone-100000-optimizations-by-sdlabs/) - 🎉 We are thrilled to announce an important milestone: our users have run more than 100,000 experiments! - [Atinary founders head to Saudi Arabia and UAE](https://staging-web.atinary.com/news/atinary-founders-head-to-saudi-arabia-and-uae/) - Atinary founders head to Saudi Arabia & UAE to discuss about AI-driven R&D and discovery by leveraging AI, robotics and Atinary's Self-Driving Labs technology. - [Atinary at the Future Labs Live Basel](https://staging-web.atinary.com/news/atinary-at-the-future-labs-live-basel/) - Atinary releases the first commercial self-driving lab at Future Labs. Atinary's AI no-code SDLabs platform executes formulation experiments in full autonomy. - [Atinary celebrates 5 years of innovation](https://staging-web.atinary.com/news/atinary-celebrates-5-years-of-innovation/) - Atinary reaches a major milestone: 5️⃣ years working to transform how science and R&D are done. Happy anniversary Atinary! 🎈 - [Atinary adds machine learning expert to advisory board](https://staging-web.atinary.com/news/atinary-adds-machine-learning-expert-to-advisory-board/) - As machine learning expert, Prof. Hernández-Lobato joins Atinary's advisory board as the company continues to bring SDLabs technology AI solutions to R&D labs. - [Atinary featured on CNBC Advancements with Ted Danson](https://staging-web.atinary.com/news/atinary-featured-on-cnbc-advancements-with-ted-danson/) - CNBC TV series, Advancements with Ted Danson, features Atinary and our AI no-code Self-Driving Labs technology, that is revolutionizing R&D and discoveries. - [Atinary selected for the Biopôle Start-Up Fund](https://staging-web.atinary.com/news/atinary-selected-for-the-biopole-start-up-fund/) - Atinary receives the Biopôle Start-up Fund to support its mission to accelerate research and discoveries and the transition to a sustainable future. - [Dazzling collaboration with Dsm-Firmenich to accelerate R&D](https://staging-web.atinary.com/news/collaboration-with-firmenich/) - 🤝 We are pleased to announce the beginning of a collaboration between Atinary Technologies Inc. on leveraging their proprietary AI-driven platforms and Firmenich R&D laboratories. ## Publications - [Bayesian Optimization for Resource-Efficient Hydroformylation](https://staging-web.atinary.com/publications/bayesian-optimization-for-resource-efficient-hydroformylation/) - Read how AI-driven Bayesian optimization and Self-Driving Labs® cut hydroformylation experiments to 88 and reduced rhodium use. Learn more. - [Atinary's Multi-Fidelity ML Algorithm Now Published](https://staging-web.atinary.com/publications/atinarys-multi-fidelity-ml-algorithm-now-published/) - Atinary's latest MFBO study in Nature Computational Science shows how mixing high- and low-fidelity experiments boosts R&D and cuts costs. - [New machine learning research article from Atinary](https://staging-web.atinary.com/publications/new-machine-learning-research-article-from-atinary/) - Atinary announces their latest research on Multi-fidelity Optimization (MFBO), a machine learning technique that optimizes several information sources with different fidelities. - [New publication for Atinary and IBM Research](https://staging-web.atinary.com/publications/new-publication-for-atinary-and-ibm-research/) - 🔬🚀 Our latest article, a collaboration between Atinary & IBM Research, was published in the May 2024 issue of Chemical Science (Royal Society of Chemistry)! - [New publication for Atinary in Chimia](https://staging-web.atinary.com/publications/new-publication-for-atinary-in-chimia/) - In their latest publication in Chimia, Atinary shares insights on the use of AI and machine learning to accelerate R&D for global sustainability goals. ## Use-cases - [AI-Driven Catalyst Optimization: ETH Zurich Case Study](https://staging-web.atinary.com/use-cases/ethzurich/) - See how ETH Zurich SwissCAT+ used Atinary SDLabs for AI-driven catalyst optimization in CO2 to methanol conversion. Read the case study. - [Optimizing Reaction Yield: HTE & AI with Takeda Pharmaceuticals](https://staging-web.atinary.com/use-cases/takeda-pharmaceuticals/) - See how Atinary SDLabs improved Takeda’s Troc deprotection yield from under 50% to over 90% in just 3 iterations. Read the case study. - [Oligonucleotide Synthesis Optimization with AI](https://staging-web.atinary.com/use-cases/oligonucleotide-synthesis/) - See how Atinary’s AI platform improved oligonucleotide synthesis yield and cut costs. Read the case study for optimization insights. - [IBM Research Chemical Synthesis Optimization with AI](https://staging-web.atinary.com/use-cases/ibm-research/) - See how Atinary and IBM Research Europe used AI and robotics to optimize chemical synthesis, achieving over 80% yield and conversion. - [HPLC Method Development Optimization for Peak Resolution using AI](https://staging-web.atinary.com/use-cases/optimizing-hplc-method-development-to-maximize-peak-resolution/) - See how Atinary’s SDLabs uses AI for HPLC method development optimization to improve peak resolution, cut runtime, and reduce runs. Learn more. - [AI-Driven Perovskite Solar Cell Optimization with ViperLab](https://staging-web.atinary.com/use-cases/optimization-solar-cells-with-viperlab/) - See how Atinary and ViperLab used AI for perovskite solar cell optimization to speed process discovery and improve results. Read the case study. - [AI-Driven and Code-Free Bayesian Optimization for Perovskite Solar Cells](https://staging-web.atinary.com/use-cases/mit-no-code-bayesian-optimization-perovskite/) - See how MIT used Atinary's code-free AI platform and Bayesian optimization to accelerate perovskite solar cell process optimization in weeks. - [Hydroformylation R&D with AI for Resource Efficiency](https://staging-web.atinary.com/use-cases/accelerating-hydroformylation-rd-with-ai-for-resource-efficiency/) - See how Atinary’s AI platform accelerates hydroformylation R&D, reducing Rhodium use, cost, and reaction time. Read the case study. - [Smart Chemical Library Screening and Ligand Optimization](https://staging-web.atinary.com/use-cases/chemical-library-screening/) - Leveraging AI to maximize yield, while minimizing experiments and cost. ## Webinars - [DMTA Innovation at Takeda | Atinary Webinar Series Ep03](https://staging-web.atinary.com/webinars/atinary-webinar-series-e-03-takeda-acdlabs/) - Webinar Recap: Takeda’s Self-Driving chemistry workflow with AI and automation cut a 1–2 month manual process to 1 week, reducing experiments and bottlenecks. - [Shaping the Future of R&D teams with AI and Self-Driving Labs® (Webinar - Ep04)](https://staging-web.atinary.com/webinars/atinary-webinar-series-e-04-5ht-ai-self-driving-labs/) - Watch Atinary’s AI Self-Driving Labs webinar to see how autonomous experimentation is transforming R&D. Explore the future of scientific discovery. - [Agentic Workflows in the Lab (Webinar) | Atinary x Chemspeed](https://staging-web.atinary.com/webinars/atinary-chemspeed-webinar-agentic-workflows/) - Watch the Atinary x Chemspeed webinar on agentic workflows in the lab, AI, and self-driving labs. Explore the future of autonomous experimentation. - [Accelerating Catalyst Development | Atinary Webinar Series Ep 01](https://staging-web.atinary.com/webinars/atinary-webinar-series-e-01-swisscat/) - 📽️ In this webinar, Dr. Paco Laveille and Dr. Loïc Roch discussed the optimization and discovery of catalysts for chemicals and fuels production and a specific use case and the initial results of the collaboration between Swiss Cat+ and Atinary Technologies. - [Closing the loop in R&D with AI | Atinary Webinar Series Ep 02](https://staging-web.atinary.com/webinars/atinary-webinar-series-e-02-ibm-research/) - In Episode 2 of Atinary's Webinar series, we discussed the capabilities of Atinary SDLabs and IBM's RoboRXN in accelerating chemical reaction optimization. ## Categories - [News](https://staging-web.atinary.com/category/news/) - [Partnerships](https://staging-web.atinary.com/category/partnerships/) - [Interviews](https://staging-web.atinary.com/category/interviews/) - [Collaborations](https://staging-web.atinary.com/category/collaborations/) - [Chemistry](https://staging-web.atinary.com/category/chemistry/) - [R&D](https://staging-web.atinary.com/category/rd/) - [AI Platform](https://staging-web.atinary.com/category/ai-platform/) ## Categories - [Pharma](https://staging-web.atinary.com/category-use-cases/pharma/) - [Cosmetics and Fragrances](https://staging-web.atinary.com/category-use-cases/cosmetics-and-fragrances/) - [Biotech](https://staging-web.atinary.com/category-use-cases/biotech/) - [CDMO](https://staging-web.atinary.com/category-use-cases/cdmo/) - [Energy](https://staging-web.atinary.com/category-use-cases/energy/) ## Categories - [Collaborations](https://staging-web.atinary.com/category-news/collaborations/) - [Partnerships](https://staging-web.atinary.com/category-news/partnerships/) - [Advisory Board](https://staging-web.atinary.com/category-news/advisory-board/) - [Research](https://staging-web.atinary.com/category-news/research/) - [Technology](https://staging-web.atinary.com/category-news/technology/) - [Funding](https://staging-web.atinary.com/category-news/funding/) - [Interviews](https://staging-web.atinary.com/category-news/interviews/) - [Ecosystem](https://staging-web.atinary.com/category-news/ecosystem/) - [Podcast](https://staging-web.atinary.com/category-news/podcast/) ## Categories - [Webinar](https://staging-web.atinary.com/category-webinars/webinar/) ## Categories - [Collaborations](https://staging-web.atinary.com/category-publications/collaborations/) - [Research](https://staging-web.atinary.com/category-publications/research/) - [Information](https://staging-web.atinary.com/category-publications/information/) - [Technology](https://staging-web.atinary.com/category-publications/technology/) ## Tags News - [AI](https://staging-web.atinary.com/tags-news/ai/) - [MachineLearning](https://staging-web.atinary.com/tags-news/machinelearning/) - [Molecular](https://staging-web.atinary.com/tags-news/molecular/) - [Discovery](https://staging-web.atinary.com/tags-news/discovery/) - [SDLabs](https://staging-web.atinary.com/tags-news/sdlabs/) - [Bioengineering](https://staging-web.atinary.com/tags-news/bioengineering/) - [CARTCellTherapy](https://staging-web.atinary.com/tags-news/cartcelltherapy/) - [Innovation](https://staging-web.atinary.com/tags-news/innovation/) - [STEMcareers](https://staging-web.atinary.com/tags-news/stemcareers/) - [Robotics](https://staging-web.atinary.com/tags-news/robotics/) - [Hackathon](https://staging-web.atinary.com/tags-news/hackathon/) - [BayesianOptimization](https://staging-web.atinary.com/tags-news/bayesianoptimization/) - [Cloud](https://staging-web.atinary.com/tags-news/cloud/) - [EnergyStorage](https://staging-web.atinary.com/tags-news/energystorage/) - [CO2](https://staging-web.atinary.com/tags-news/co2/) - [Catalysis](https://staging-web.atinary.com/tags-news/catalysis/) - [DrugDevelopment](https://staging-web.atinary.com/tags-news/drugdevelopment/) - [WEF](https://staging-web.atinary.com/tags-news/wef/) - [Optimization](https://staging-web.atinary.com/tags-news/optimization/) - [Biopole](https://staging-web.atinary.com/tags-news/biopole/) - [Automation](https://staging-web.atinary.com/tags-news/automation/) - [ArtificialIntelligence](https://staging-web.atinary.com/tags-news/artificialintelligence/) - [MaterialsDiscovery](https://staging-web.atinary.com/tags-news/materialsdiscovery/) - [Funding](https://staging-web.atinary.com/tags-news/funding/) - [Hermann](https://staging-web.atinary.com/tags-news/hermann/) - [Loic](https://staging-web.atinary.com/tags-news/loic/) ## Tags Publications - [AI](https://staging-web.atinary.com/tags-publications/ai/) - [BayesianOptimization](https://staging-web.atinary.com/tags-publications/bayesianoptimization/) - [Innovation](https://staging-web.atinary.com/tags-publications/innovation/) - [MachineLearning](https://staging-web.atinary.com/tags-publications/machinelearning/) - [Optimization](https://staging-web.atinary.com/tags-publications/optimization/) - [Robotics](https://staging-web.atinary.com/tags-publications/robotics/) - [SDLabs](https://staging-web.atinary.com/tags-publications/sdlabs/) - [Synthetic Chemistry](https://staging-web.atinary.com/tags-publications/synthetic-chemistry/) - [Experiment planning](https://staging-web.atinary.com/tags-publications/experiment-planning/) - [Loic](https://staging-web.atinary.com/tags-publications/loic/) - [Hermann](https://staging-web.atinary.com/tags-publications/hermann/) ## Tags Use Cases - [Hermann](https://staging-web.atinary.com/tags-use-cases/hermann/) - [Loic](https://staging-web.atinary.com/tags-use-cases/loic/) ## Tags Webinars - [AI](https://staging-web.atinary.com/tags-webinars/ai/) - [BayesianOptimization](https://staging-web.atinary.com/tags-webinars/bayesianoptimization/) - [MachineLearning](https://staging-web.atinary.com/tags-webinars/machinelearning/) - [Robotics](https://staging-web.atinary.com/tags-webinars/robotics/) - [SDLabs](https://staging-web.atinary.com/tags-webinars/sdlabs/) - [Loic](https://staging-web.atinary.com/tags-webinars/loic/) - [Hermann](https://staging-web.atinary.com/tags-webinars/hermann/)