Molecule.one Platform

AI-powered platform for retrosynthesis planning and efficient chemical synthesis.

by Molecule.one · Scientific Computing

Executive Summary

Molecule.one is an AI-powered platform designed to revolutionize retrosynthesis planning and chemical synthesis. It assists chemists in designing efficient synthetic routes for complex molecules by integrating advanced AI and machine learning models. The platform leverages cutting-edge AI for retrosynthesis planning and condition recommendation, allowing teams to make better and faster decisions in the lab. It has been used to conduct large-scale high-throughput experimentation (HTE) campaigns, demonstrating its capability to accelerate discovery and optimize reaction conditions.

Use Cases

  • Designing efficient synthetic routes for complex molecules
  • Planning retrosynthesis for chemical compounds
  • Recommending optimal reaction conditions
  • Executing and analyzing high-throughput experimentation (HTE) campaigns
  • Mitigating hallucinations in retrosynthesis predictions

Features

Visibility

  • Interactive Route Visualization: Visualize and compare multiple synthetic pathways and reaction steps.
  • Reaction Condition Display: View recommended reaction conditions, reagents, and solvents for each step.

Intelligence

  • AI-Powered Retrosynthesis: Generate efficient synthetic routes for complex target molecules using advanced AI.
  • Condition Recommendation Models: Receive data-driven recommendations for optimal reaction parameters.
  • Reaction Filtering: Prune improbable reactions from the search tree to ensure trustworthy retrosynthesis.

Technical Specifications

Architecture
Platform with AI, lab, and data components
Deployment
SaaS
API Available
Yes

AI/ML Stack

  • Machine Learning
  • Deep Learning
  • Agentic AI
  • Frontier chemistry models

Integrations

  • W.R. Grace
  • CAS

Pricing

Starting Price
Contact sales
Target Customer
Mid-Market,Enterprise

About Molecule.one

Founded: 2019 · Headquarters: San Francisco, California, United States · Employees: 11-50

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