LLM-agents & bio-AI models

What if an AI-agent could generate protein binders?

Combining two distinct areas of AI, the general LLM and the narrow specialized model. Prompt your own peptides with the help of an agent with expert level biological reasoning.

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Lowering the bar for actual breakthroughs

A first-in-class example of complex coordination, bridging the areas of agentic reasoning and binder design.

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Agentic research & tool use

Access the world's biomedical text data and millions of protein structures. Our agents access them all and deploy their advanced reasoning capabilites on them at scale, followed by intelligently zeroing in on relevant targets with applicable tools.

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Wet-lab validation

Models like Boltzgen and Drugclip are cutting-edge tools but of course need to be validated in the lab, soon fully autonomously.

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Custom synthesis

To continue your research, custom synthesis through our partners with delivery to your research facility.

Agent Toolbox

Powered by state-of-the-art models

Our research agent autonomously selects and orchestrates the right tools for your task, from generative protein design to small molecule binding prediction.

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    Boltzgen — Protein binder generation & optimization
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    Drugclip — AI-driven virtual screening of 500 million compunds against 10 000 human proteins
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    Drugable Agent — Wields powerful tools & knows how to use them
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    CellType CLI — Biological reasoning & agentic research
agent_pipeline.log
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Query: "Design a binder for PD-L1 ectodomain"

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PubMed: Retrieved 12 relevant structures…

PMIDs: 34526721, 33245890, 35124567…

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Drugclip: Screening 500 million compounds…

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Boltzgen: Optimizing top 3 candidates…

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Done — 3 high-affinity binders generated

Best ΔG: -12.4 kcal/mol | RMSD: 0.8 Å

Agent Active

4 tools orchestrated

12.3s total execution

Explore

Trending biological targets

Curated from the latest PubMed and NCBI publications, start your research from the cutting edge.

Oncology arrow_outward

KRAS G12C

Oncogenic driver mutation, major target for lung and colorectal cancers

article 2,847 papers (2025–25)
Immunology arrow_outward

PD-L1 / PD-1

Immune checkpoint axis, backbone of cancer immunotherapy

article 5,120 papers (2025–25)
Signaling pathway arrow_outward

Wnt/β-catenin

Wnt/β-catenin, mechanism regulating development and cell proliferation.

article 3,215 papers (2025–25)
Metabolic arrow_outward

GLP-1R

Glucagon-like peptide-1 receptor, revolutionary target for diabetes & obesity

article 4,692 papers (2025–25)
Cardiovascular arrow_outward

PCSK9

Proprotein convertase, validated target for cardiovascular disease prevention

article 1,890 papers (2025–25)
Neurology arrow_outward

TDP-43

RNA-binding protein, emerging target in ALS & frontotemporal dementia

article 1,456 papers (2025–25)
Oncology arrow_outward

Bcl-2

B-cell lymphoma 2 is a gene that encodes a protein, which blocks apoptosis.

article 2,103 papers (2025–25)
Immuno-oncology arrow_outward

CD47 / SIRPα

"Don't eat me" signal, innate immune checkpoint for hematological cancers

article 1,780 papers (2025–25)

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