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The Generative AI Lab for the Life Sciences

Converge Bio, the AI drug discovery platform, is accelerating drug development through GenAI-powered innovations in discovery, molecule design, and manufacturing, creating tomorrow's therapies today.

Converge Bio, the AI drug discovery platform, is accelerating drug development through GenAI-powered innovations in discovery, molecule design, and manufacturing, creating tomorrow's therapies today.

background image of two balls meet
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The Generative AI Lab for the Life Sciences

Converge Bio, the AI drug discovery platform, is accelerating drug development through GenAI-powered innovations in discovery, molecule design, and manufacturing, creating tomorrow's therapies today.

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pixelized colorful rhombus

Meet the

Converge Computational Lab

Converge Computational Lab

Converge Computational Lab

Antibody Design & Screening:
Engineer Precise Antibodies

Antibody Design & Screening:
Engineer Precise Antibodies

Speed up the antibody discovery process through AI-driven antibody design, screening, and optimization, including de novo design, affinity maturation, and humanization across different formats. Combine generative modeling with binding and developability prediction to streamline lead selection and reduce the scale of wet lab screening.

IgG

VHH

ScFv

Bispecific

Gene Expression Optimization:
Maximize Protein Yields

Gene Expression Optimization:
Maximize Protein Yields

Gene Expression Optimization:
Maximize Protein Yields

Use generative AI trained on real-world gene expression data from CHO, HEK293, E. coli, K. phaffii, S. cerevisiae and more to optimize codons, UTRs, promoters and terminators. Boost expression without the delays caused by protein yield bottlenecks and the cost of lengthy experimental cycles.

Target & Biomarker Discovery:
Discover Novel Targets; Optimize Clinical Trials

Target & Biomarker Discovery:
Discover Novel Targets; Optimize Clinical Trials

Target & Biomarker Discovery:
Discover Novel Targets;
Optimize Clinical Trials

Identify disease-driving targets by simulating cellular responses across patient populations. Compare healthy and disease states, stratify responders and non-responders, and uncover cell-type-specific targets linked to treatment response.

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How Converge Bio works

How Converge Bio works

How Converge Bio works

Converge computational lab offers a bio-LLM library with foundation models across all biological languages. These models are enhanced with curated data and fine-tuned on task-specific datasets, then deployed through an application layer focused on prediction, explainability and generation.

Converge computational lab offers a bio-LLM library with foundation models across all biological languages. These models are enhanced with curated data and fine-tuned on task-specific datasets, then deployed through an application layer focused on prediction, explainability and generation.

Converge computational lab offers a bio-LLM library with foundation models across all biological languages. These models are enhanced with curated data and fine-tuned on task-specific datasets, then deployed through an application layer focused on prediction, explainability and generation.

Converge computational lab offers a bio-LLM library with foundation models across all biological languages. These models are enhanced with curated data and fine-tuned on task-specific datasets, then deployed through an application layer focused on prediction, explainability and generation.

Generative Al computational lab

Poster
Poster

Generated molecules are fully owned by customer

Continuously fine-tuned for improved performance

Fully hosted by Converge or deployed on customer cloud

Customer instance

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Empower your organization
with GenAI

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Empower your organization
with GenAI

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Empower your organization
with GenAI

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Empower your organization
with GenAI