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Terray Therapeutics focuses on discovering and developing small molecule drugs by combining wet-lab experiments with AI-driven methods. It builds a large, high-quality dataset of target-ligand binding measurements—over two billion data points, with about 150 million new measurements added each month—and uses deep learning to predict molecular properties. The company follows a rapid, design-make-test-analyze cycle that takes less than a month per target, allowing it to explore chemical space and experimentally measure millions of molecules at once to find potent, selective compounds. Although immunology is the primary focus, Terray also collaborates with big pharma and biotech partners to apply its platform to a wide range of targets and diseases. Its goal is to accelerate small molecule drug discovery by tightly integrating data, AI, and wet-lab science, delivering new therapies more quickly through internal programs and partnerships.
Industries
Data & Analytics
AI & Machine Learning
Biotechnology
Healthcare
Company Size
51-200
Company Stage
Series B
Total Funding
$195M
Headquarters
Pasadena, California
Founded
2018
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Total Funding
$195M
Above
Industry Average
Funded Over
3 Rounds
Industry standards
Terray Therapeutics has launched EMMI Predict: TerraBind, a universal potency prediction model that achieves 20% higher accuracy than leading open-source models whilst running 26 times faster, reducing inference costs by 96%. The model supports Terray's drug discovery platform, which combines experimentation with machine intelligence. TerraBind uses coarse-grained structural representations instead of computationally intensive diffusion processes, eliminating the diffusion module entirely whilst maintaining accuracy. In benchmarks, TerraBind outperformed Boltz-2 with 16% higher Pearson correlation on CASP16 and 20% better performance across 18 internal drug discovery targets. The model leverages Terray's dataset of 14 billion unique target-molecule measurements. Terray has raised $295 million and collaborates with Bristol Myers Squibb, Gilead and Odyssey Therapeutics on drug development programmes.
Terray Therapeutics expands Board of Directors with appointment of biotechnology leader Wendy Young, Ph.D.
Terray Therapeutics appoints Elliott Levy, MD, to Scientific Advisory Board.
Gilead Sciences has entered a strategic partnership with Terray Therapeutics for the discovery and development of small-molecule therapies across several targets.
Terray will use its tNova platform to develop small molecule compounds for Gilead, which may exclusively license and commercialise them upon exercise of its option
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Industries
Data & Analytics
AI & Machine Learning
Biotechnology
Healthcare
Company Size
51-200
Company Stage
Series B
Total Funding
$195M
Headquarters
Pasadena, California
Founded
2018
Find jobs on Simplify and start your career today