Swiftly designs synthetic routes that are on par with the expertise of a chemist with 10 years of experience, drastically reducing the time typically required for route development. Chemists can focus more on innovation and discovery. 

Retrosynthetic Analysis

ChemAIRS addresses route and raw material availability, aligning more closely with actual laboratory synthesis needs. It enhances the practicality of synthesis routes, ensuring laboratory experiments are more efficient and successful.

Synthesizability Assessment

Enter the structural formula of the reaction to see the recommended conditions, helping users quickly judge the feasibility and risk of the reaction and select appropriate reaction conditions.

Condition Optimization

ChemAIRS adeptly predicts possible impurities in chemical reactions, offering predictions and analyses of the impurity based on a given molecular weight. Predictions are further screened by information on isotopes, structures, etc.

Impurity Prediction

 ChemAIRS recommends scale-up friendly process routes and provides large-scale synthesis cost accounting for these routes, optimizing both safety and cost-efficiency in synthesis processes.

Process Chemistry

ChemAIRS efficiently generates a synthesizable virtual molecular library based on core structures, synthesis routes, and accessible raw materials, facilitating effective screening and streamline computational chemistry workflow.

Forward Synthesis

Challenge

A top-tier CRO blind tested 9 competing retrosynthetic algorithms to propose synthetic routes for 60 structurally diverse, difficult target molecules.

Evaluation

A expert team of decades' experience in synthesis evaluated the diversity and feasibility of ideas beyond existing human options.

Outcome

ChemAIRS outperformed all other competing rule and/or data-based algorithms. The client further evaluated and incorporated ChemAIRS in its chemistry synthesis workflow.