AI-driven de novo drug discovery platform delivers novel, potency-ranked, safety-filtered and synthesizable drug candidates conditioned on the protein target. The de novo molecule generator is constrained and guided by an evaluator trained on real experimental bioactivity data.
01
Target Identification
Protein target identification from a context-aware knowledge graph, built for the disease of interest.
02
Protein Digital Twin
Sequence, structure, pocket, pathway, and off-target priors modeled as one reference.
03
The Critic
Predicts pIC50 and judges every generated molecule before it’s allowed to advance.
04
The Generator
Pocket-conditioned molecule generator, steered in real time by the Critic.
05
Optimizer
Produces a ranked dossier with explanations, gap vectors, and viable synthesis routes.