AI-Driven Analytics
Machine learning techniques are used within the platform to understand the behavior of biochemical pathways and represent them mathematically in the model. Smaller pathways are combined into larger macro interactions using a manual curation approach.

Scalable, Cloud-based Infrastructure
The cloud-based infrastructure can run millions of prediction biosimulations in parallel and has a demonstrated ability to handle thousands of patients per day. The platform can scale differential equations and other mathematical structures at the rate of millions per second per biosimulation.

Transparent Design
Unlike conventional ex vivo testing and machine learning technologies that operate in a ‘black box’ mode with little explanatory power, Cellworks describes with full causality, the mechanism by which a therapy works for a given patient’s disease.

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