AMRx - De Novo Drug Discovery Platform

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.

Novel Molecules