Detecting toxicity
before human testing
We treat cells as dynamic systems.
Our solution enables drug developpers to get key safety risk information early in the development to avoid costly R&D faillure
The tool is designed to fit your difference. The output is adapted from your drug type to offer the most insightful result.
Facilitated Integration thanks to compatibility with industry standard software to facilitate data input and output analysis.
They support us
Solution system
Trained self-supervised on millions of single-cell perturbation profiles, Subliminal learns the intrinsic structure of cellular state how cells exist, transition, and respond to intervention. Without biological labels, the model discovers emergent properties: cell identity, pathway activation, mutation signatures.
We treat cells as dynamic systems. Our models factorize cell state into identity, cell-cycle position, and drug-induced response, enabling predictions that generalize across cell types, patient backgrounds, and experimental conditions