The Synthesis Decision Engine

From Literature to Lab-Ready Protocol, All in One Platform.

Step 1

Build on a Foundation of Knowledge

Every great synthesis begins with understanding the prior art. Our platform automates discovery by searching, filtering, and ranking millions of publications and patents for chemical relevance.

ChemSynthAI Literature Analysis Dashboard
Step 2

Design & Optimize Synthesis Routes

Generate diverse, multi-step pathways complete with predicted confidence. Our AI engine evaluates both established and novel routes, presenting you with a comprehensive map of synthetic possibilities.

Multi-step retrosynthesis plan with yields

Go Beyond Templates with Generative AI

Can a reaction be done differently? Leverage our chemistry foundation model. Provide instructions in natural language—like "propose a route using a Suzuki coupling"—and our AI will generate a novel, creative reaction step, expanding your strategic options.

Generating a novel synthesis route using natural language with a foundation model

Don't Just Find a Route.
Find the Optimal Conditions.

For any reaction step, our interactive Bayesian Optimization engine runs thousands of virtual experiments to pinpoint the ideal combination of catalysts, solvents, and temperatures that maximize yield.

Selecting a reaction step to optimize

1. Select Reaction

Choose any step from a proposed route to begin deep optimization.

Configuring Bayesian Optimization with prior knowledge

2. Provide Priors

Constrain the search space and add known experimental data to guide the AI with your expert intuition.

Bayesian Optimization results dashboard

3. Discover & Analyze

Receive the highest-confidence conditions, an AI-generated analysis, and a full exploration history.

Step 3

Automate Material Sourcing

An optimized protocol requires available materials. Our system automatically identifies all precursors and checks them against a vast network of chemical supplier databases for real-time availability.

Material sourcing table with suppliers and costs
Step 4

Calculate Economic Feasibility

Move from scientific viability to economic reality. We calculate the total route cost by factoring in reagent prices, required quantities based on step-yields, and user-defined parameters.

Estimated cost analysis dashboard
Step 5

Visualize the Complete Landscape

All data points converge into an interactive knowledge graph. See the entire synthesis landscape at a glance, from starting materials and suppliers to reaction intermediates and the final target molecule.

Interactive knowledge graph of a synthesis route