{"listing":{"listing_type":"company","name":"ReactWise","slug":"reactwise","tagline":"AI Co-Pilot for Chemical Process Optimization","description":"Our Mission: \nWe aim to accelerate and automate chemical process development by equipping wet-lab chemists with the power of data-driven optimization and robotic execution of experiments.\n\n\nThe Problem: \nThe discovery of novel pharmaceuticals is one of our most important weapons in fighting disease. However, the drug development pipeline is often held up for many months during the design of chemical processes to manufacture these drugs at scale, delaying FDA trials and lengthening the time until drug launch. Designing chemical processes involves the identification of suitable parameters such as catalyst/temperature/solvent. Currently process development is often done via tedious trial-and-error experimentation (slow) or exhaustive screening (expensive and wasteful).\n\n\nOur Approach: \nIn our research, we have developed algorithms for chemical process optimization, which leverage transfer learning and Bayesian optimization. We validated the algorithms in the wet lab, showing an up to 95% reduction in required experiments and cost compared to exhaustive screening. We have made our approaches accessible to chemists through our user-friendly no-code software platform and to automated laboratory equipment with our API.\n\nReactWise is a Y Combinator company (Summer 2024). YC-listed status: Active.","url":"https://www.reactwise.com/","is_stealth":false,"normalized_domain":"reactwise.com","normalized_url_key":"reactwise.com","parent_slug":null,"parent":null,"type_data":{},"logo":"https://bookface-images.s3.amazonaws.com/small_logos/426a30b70fda99424c435ff497b3865e72ad8b18.png","links":[{"label":"Y Combinator profile","url":"https://www.ycombinator.com/companies/reactwise","platform":"ycombinator"}],"entry_points":[{"kind":"homepage","url":"https://www.reactwise.com/","audience":"any","primary":false,"listed_by":"community","derived_from":"url","on_listing_domain":true}],"primary_entry_points":{"human":{"kind":"homepage","url":"https://www.reactwise.com/","audience":"any","primary":false,"listed_by":"community","derived_from":"url","on_listing_domain":true},"agent":null},"founders":[],"media":null,"categories":["B2B","Engineering, Product and Design"],"stage":null,"founded_year":null,"location":"London, England, United Kingdom","pricing":null,"twitter":null,"github":null,"linkedin":null,"contact_email":null,"added_at":"2026-09-03T07:50:13.523Z","added_via":"web","geo":{"keywords":["Y Combinator","YC Summer 2024"],"one_liner_for_search":"ReactWise — AI Co-Pilot for Chemical Process Optimization (Y Combinator Summer 2024)","canonical_facts":["Y Combinator batch: Summer 2024","YC company status: Active","Team size (per YC directory): 2","YC industry: B2B","YC subindustry: B2B / Engineering, Product and Design","Regions (per YC): United Kingdom, Europe"]},"agents":null,"featured_until":null,"example":false,"ownership_status":"unclaimed","claimed_by_agent_id":null,"claimed_via_claim_id":null,"claimed_at":null,"updated_at":"2026-09-03T07:50:13.523Z","is_featured":false,"category_memberships":[{"kind":"industry","slug":"b2b","name":"B2B","note":null,"profile_url":"/industries/b2b"},{"kind":"industry","slug":"engineering-product-and-design","name":"Engineering, Product and Design","note":null,"profile_url":"/industries/engineering-product-and-design"}]}}