How We Do It
Learn about our award-winning AtomNet® technology.
Awards From
We Are Reinventing Small Molecule Drug Discovery
We tackle the most challenging, seemingly impossible targets and streamline the drug discovery process to give drug developers more shots on goal.
Our Approach is Differentiated from Other Computational Drug Discovery Methods
Ability to Drug Poorly Categorized Targets
- No crystal structure required
- No local ligand training data required
Ability to Interrogate Vast Chemical Space
- Computational efficiency enables screening of trillions of compounds in silico, increasing the likelihood of success
- Demonstrated exquisite model accuracy, overcoming the challenge of false positives
Scalable Discovery Engine
- Global model used across all targets
- Rapidly scalable and industrialized discovery process
Network Effects Drive Model Predictability
- Continued generation and integration of training data drives enhanced global model predictability
- Team of ML scientists constantly evolving algorithms as we generate more robust data sets
First Application of AI/ML to Molecular Recognition
We leverage similar technology that is used for image recognition to help medicinal chemists to discover better medicines, faster.
Since then, our award-winning AtomNet® technology has been used to find small molecule hits for more undruggable targets than any other AI drug discovery platform.
Best in Class Engineering Architecture and Tools
The AtomNet® platform is built with industry-leading tools for AI and ML technology that enable massive scale and unprecedented speed needed to create a deep and broad pipeline of drugs to improve human health.
technical partners
Advancing the State of the Art
From our AI and ML expertise to our innovative architecture, read more about how the many aspects of our technology can lead to our ultimate goal of designing better medicines, faster.