Explore Our Use-Cases

Learn about the specific applications of our products
  • An array of solar panels angled toward a bright, sunlit sky with scattered clouds at sunset.

    AI-Driven and Code-Free Bayesian Optimization for Perovskite Solar Cells

    Atinary’s SDLabs AI platform enabled the Buonassisi Lab at MIT to run closed-loop Bayesian Optimization across a 5-dimensional environmental parameter space, completing a study that would have been impossible under deadline without it.
  • Hydroformylation R&D with AI for Resource Efficiency

    Atinary’s AI platform accelerates hydroformylation R&D, optimizing catalysts, cutting Rhodium use, cost, and reaction time for sustainable chemistry.
  • Optimizing Reaction Yield: HTE & AI with Takeda Pharmaceuticals

    Integrating Atinary’s SDLabs platform for AI-driven HTE to maximize yields from under 50% to above 90% after 3 iterations.
  • HPLC Method Development Optimization for Peak Resolution using AI

    Integrating Atinary’s SDLabs platform for AI-driven HPLC workflows in analytical chemistry
  • Oligonucleotide Synthesis Optimization with AI

    Achieving up to an 18% increase in product yield and a 22% reduction in cost
  • AI-Driven Catalyst Optimization: ETH Zurich Case Study

    From decades to weeks in catalysts discovery
  • IBM Research Chemical Synthesis Optimization with AI

    Achieving joint yield and conversion rates above 80% in the iodination of terminal alkynes.
  • Smart Chemical Library Screening and Ligand Optimization

    Leveraging AI to maximize yield, while minimizing experiments and cost.
  • AI-Driven Perovskite Solar Cell Optimization with ViperLab

    Accelerating Solar Innovation with SDLabs for Faster Discoveries, Performance Optimization, and Scalable Materials Insights