Out of the dark.Into the reactor.

We find industrial enzymes in microbes from extreme environments, then test them in 3D water simulations before synthesis.

64
Live discovery targets
Water cleanup, plastic recycling, cold-chain & more
3.1B+
Distinct sequences evaluated
Wild microbial DNA from extreme habitats worldwide
1.2M+
Full-length 3D models
Predicted single-chain & multi-chain protein structures
14,200/s
Sequences screened per second
Scored against all 64 programs at once
Ready for lab production
DNA blueprints formatted for standard microbial expression; codon-optimized cassettes
Tested in simulated water
3D active-site, water-stability, and binding-energy simulations before synthesis
Confidential partner testing
Test on your own material under bilateral CDA/MTA; option fees credit 100% toward a license

Lead candidates

Eight enzyme, peptide, and protein leads available for confidential partner testing. Select any candidate to inspect its 3D structure, active site, and development stage.

Candidate Campaign provisional on file DB-PFAS1 • Public JGI metagenomic sequence

Ambient PFAS defluorinase (DB-PFAS1)

PFAS (“forever chemicals”) resist conventional water treatment short of incineration. Selected from 1.26M environmental sequences, this candidate dehalogenase is modeled to cleave carbon–fluorine bonds in water at ambient temperature.

Marketpublished estimate, see source $2.8B PFAS treatment (2025, Grand View Research)
Conditions 20–30 °C, ambient 1 atm (design target)
Active site Five active-site residues modeled; the Asp348–Arg346 contact holds only in a 400-residue crop (10.5 Å apart in the full-length model)
DB-PFAS1
3D confidence:
>90%
70-90%
50-70%
<50%
Loading structure…
Request coordinates (CDA)

Development stages

Every molecule above is labeled honestly with how far it has progressed, from an initial computer match to a physically manufactured peptide, separately from its patent filing status.

Candidate
Found by the screening pipeline, with a predicted structure and active-site motif. Not yet biophysically scored or simulated.
Scored and simulated
Passes full-length biophysical scoring and holds its fold in explicit-solvent molecular dynamics. No wet-lab assay yet.
CRO Synthesis Queued
Codon-optimized construct designed for a target host, ready for CRO synthesis on option execution.
Synthesized
Synthesized by a commercial peptide vendor, with identity and purity confirmed by HPLC and mass spectrometry. No wet-lab activity assay yet.

Why we mine extreme environments

The chemical reactions industry needs most already occur in nature; they simply evolved outside standard laboratory organisms.

Lab organisms hit a physical ceiling

Most industrial biology starts with gentle laboratory hosts like E. coli or baker’s yeast. Directed evolution can tune their enzymes, but they never evolved to survive boiling acid, concentrated salt brines, sub-zero ice, or carbon–fluorine bonds.

Purely generative AI designs often fail in cells

Generative models can propose protein backbones that look plausible on screen but have never survived inside a living cell. When expressed in a production host, many aggregate into insoluble inclusion bodies, stall secretion, or unfold under process heat.

Extreme habitats already ran the selection

Microbes in hydrothermal vents, deep-sea trenches, glaciers, and contaminated soils spent billions of years evolving durable catalysts. We recover those wild genes from public sequence archives and stress-test their 3D structures in simulated water before synthesis.

How it works

Three computational stages turn raw environmental DNA into a synthesis-ready protein construct.

01

Search environmental metagenomes

Researchers worldwide sequence microbial DNA from ocean trenches, glaciers, hot springs, and industrial soils and deposit those environmental genomes in public archives. Our software streams billions of those sequences to identify enzymes evolved for harsh chemistry.

Data sources →
02

Predict 3D structure & check active-site geometry

A candidate only works if it folds into the exact 3D geometry required for catalysis or binding. Structure predictors fold millions of full-length sequences in 3D, and geometric filters measure heavy-atom distances across each active pocket and metal-binding site.

Sequence screening → Active-site checks →
03

Simulate stability in explicit water & heat

3D structural alignment uncovers distant natural homologs sharing less than 15% sequence identity with known enzymes. All-atom explicit-water simulations then test whether top candidates hold their fold and active-site contacts at target operating temperature.

Structural phylogeny → Explicit-water MD →
Portfolio

Active discovery portfolio

64 active discovery programs across water & soil cleanup, cold-chain & climate, plastic recycling, critical minerals, and animal-free biomaterials.

See the full portfolio → (1.2M+ full-length models)
Partnering

Test a candidate on your own material before licensing

Test candidate proteins on your own water, plastic, cells, or mineral streams under a 60–90 day option (100% credited toward a commercial license). Bringing your own sequences? Explore our nine fixed-fee computational biology workflows and technical notes.

See licensing terms → Explore computational services → Request dataroom access
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