Vortex Bio develops dynamic, nature-balanced protein intelligence — discovering, optimizing, and producing better proteins for the industrial and therapeutic problems that matter.
Static models freeze proteins in time. Real proteins fold, flex, and breathe. Vortex Bio builds dynamic protein intelligence that respects the laws of nature — and uses them to find solutions that synthetic-only approaches miss.
Our generative engines explore protein universes far beyond what nature has sampled — surfacing candidates with the structural and functional traits you need.
We co-optimize the properties that actually matter in the lab and on the line — thermostability, solubility, specificity, yield — within a single dynamic objective.
Designs flow into validated production strains and processes — so the protein you tested at milligram scale is the same protein you ship at kilogram scale.
Neural ensembles that capture conformational landscapes — not just single static structures. Critical for allostery, binding, and catalysis.
Designs that respect evolutionary constraints — manufacturability, immunogenicity, fold stability — built into the prior, not bolted on as filters.
Automated DBTL cycles. Every batch of designs returns experimental signal that trains the next batch. The platform compounds with use.
Activity, stability, expression, and cost solved jointly — not in sequence. Pareto fronts you can actually steer through with domain knowledge.
From E. coli to CHO to cell-free — we model expression host behavior alongside protein design, so success at the bench transfers to the bioreactor.
Custom biocatalysts for sustainable manufacturing — replacing harsh reagents, lowering energy budgets, and unlocking routes that classical chemistry can't reach.
Antibodies, enzymes, and binders designed for real human contexts — half-life, immunogenicity, manufacturability — engineered from the first residue.
Biology is not a search space to be conquered. It is a language we are still learning to speak — fluently, respectfully, and in concert with the systems that wrote it first.