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Chai Discovery

Foundation models for molecular discovery with zero-shot antibody design

Founded2024
HQSan Francisco, CA
StagePlatform
Total Funding$225M+
chaidiscovery.com
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Overview

Chai Discovery is building foundation models for drug discovery that predict molecular interactions and enable zero-shot design of therapeutic molecules. Backed by OpenAI, the company's Chai-2 model has demonstrated breakthrough capabilities in predicting how biochemical molecules interact, achieving what the company describes as 100x improvement in zero-shot antibody design. Chai Discovery reached unicorn status with a $1.3 billion valuation in December 2025.

Focus areas

Foundation Models, Antibody Design, Structure Prediction

Key models

Chai-2


Funding

$225M+

Total raised

Series B2025-12

$130M

Valuation: $1.3B

Led by General Catalyst, Oak HC/FT

Series A
$70M2024-08
Series BGeneral Catalyst, Oak HC/FT
$130M2025-12
Notable investors

General Catalyst · Oak HC/FT · Menlo Ventures · OpenAI · Dimension · Thrive Capital · Neo · SV Angel · Glade Brook · Emerson Collective


Technology

Foundation models for predicting molecular interactions and designing therapeutic molecules. Chai-2 enables zero-shot antibody design with claimed 100x improvement over prior methods, without requiring target-specific training data.

Platforms & Tools
Chai-2Molecular interaction prediction

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