Transforming biology from empirical to foreseeable
Frontier AI lab training the first scientific poly-intelligence to read all the layers of biology and connect them to the outcomes that matter.
Biology is still an empirical science
Every medicine begins as a hypothesis, tested by trial and error and confirmed only at the end, where being wrong costs the most.
9 in 10
medicines that enter human trials fail, and 95% when you consider discovery leads.
Ali et al., 2025
$2.6B
to bring a new therapeutic to market
Ali et al., 2025
10+ years
per approved drug
Ali et al., 2025
The cost to develop a new drug doubles roughly every ten years. This is Eroom's Law, and it's driven by an inability to predict biological outcome