ReactWise

ReactWise is dedicated to revolutionizing chemical process development by empowering wet-lab chemists with advanced data-driven optimization techniques and robotic experiment execution. Our core mission is to significantly accelerate and automate the traditionally slow and resource-intensive process of discovering and scaling chemical processes.

The challenge lies in the lengthy delays within the drug development pipeline, particularly during the crucial phase of designing chemical processes for large-scale drug manufacturing. These delays directly impact FDA trials and extend the time required to bring life-saving drugs to market. Identifying optimal parameters, such as catalysts, temperature, and solvents, is currently achieved through either time-consuming trial-and-error experimentation or costly and wasteful exhaustive screening.

ReactWise addresses this challenge with proprietary algorithms for chemical process optimization, leveraging transfer learning and Bayesian optimization. Rigorous wet-lab validation has demonstrated a remarkable reduction of up to 95% in required experiments and associated costs compared to traditional exhaustive screening methods. We provide chemists with accessible tools through our user-friendly, no-code software platform and seamlessly integrate with automated laboratory equipment via our API, streamlining the entire process.