The core product · Building now

An AI stack that designs
gene-therapy vectors.

Gene therapy's bottleneck isn't the gene — it's getting it to the right cell. ExoAI is an autonomous fleet of agents that reads the literature, designs candidate vectors, runs the simulations, dispatches the wet lab, and files the IP. Outputs today: engineered exosomes. Outputs next: programmable LNPs for any receptor, any tissue.

Read · arxiv + pubmedSimulate · MD + MLSynthesize · cloud labProtect · auto-IP
The fleet

Each agent owns one step of the design loop.

LIPID-01 Screening · 12,847/h

Lipid librarian

Scans 4.2M ionizable lipids from PubChem & internal libraries. Ranks by predicted endosomal escape, pKa, and toxicity.

TROPE-02 Simulating · 6 candidates

Tropism simulator

Runs coarse-grained MD on top candidates against virtual tissue barriers (BBB, hepatic sinusoid, tumor stroma). Scores per-tissue uptake.

TARGET-03 Designing · 24 variants

Ligand designer

Designs targeting ligands for any receptor — peptides, aptamers, antibody fragments — and predicts conjugation geometry on the LNP surface.

CARGO-04 Optimizing · queue 38

Payload engineer

Optimizes mRNA / siRNA / CRISPR / protein cargo for stability, codon usage, and lipid:cargo ratio. Generates cassette designs.

WET-05 Synthesizing · 12/wk

Wet-lab dispatcher

Queues the top 12 designs/week to our Emerald Cloud lab. Returns formulation, encapsulation %, and zeta potential.

IP-06 Drafting · 3 filings

Patent drafter

Watches every promising hit, drafts provisional claims, and files through our IP counsel. Maps the freedom-to-operate landscape live.

The loop
STEP 1
Read
STEP 2
Design
STEP 3
Simulate
STEP 4
Synthesize
STEP 5
Test

Test results feed back into Read. The loop tightens every cycle.

The thesis

Every gene therapy program reinvents its vector from scratch. We're building the stack that designs them — fast, programmable, addressable to any cell. Engineered exosomes are the first vectors out of the loop and are already in the clinic. AI-designed LNPs come next. The agents are the product; the vectors are what they ship.