BigHat Biosciences

BigHat Biosciences

Develops antibody therapies using machine learning

About

BigHat Biosciences focuses on developing antibody therapies using machine learning and synthetic biology. Their main product is the Milliner platform, which integrates a wet lab with advanced machine learning to streamline the discovery and engineering of antibodies. This platform enables the rapid synthesis, purification, and characterization of numerous recombinant antibodies each week, allowing for quicker development of effective treatments for challenging diseases like certain infections and cancers. Unlike many competitors, BigHat emphasizes a balance between high performance and a supportive work environment. The company's goal is to create safer and more effective therapies for patients while maintaining a family-friendly culture.

Company Stage

Series B

Employees

51-200

Industries

AI & Machine Learning, Biotechnology

Total Funding

$96.6M

Headquarters

San Carlos, California

Founded

2019


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Simplify's Take

What believers are saying

  • AI-driven protein engineering is crucial for personalized medicine and targeted treatments.
  • Recent ADC advancements open new cancer treatment avenues, with AI optimizing molecules.
  • Collaborations with AI firms lead to innovative drug development and personalized medicine solutions.

What critics are saying

  • Increased ADC competition could overshadow BigHat's collaborations and market presence.
  • Over-reliance on partnerships with Janssen and Merck poses risks if expectations aren't met.
  • Rapid team expansion may strain resources and affect operational efficiency if mismanaged.

What makes BigHat Biosciences unique

  • BigHat's Milliner platform integrates AI with synthetic biology for rapid antibody development.
  • The company focuses on difficult-to-treat diseases, enhancing treatment options for complex conditions.
  • BigHat's strategic collaborations with industry leaders like Janssen and Merck boost its innovation.

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Growth & Insights
Headcount

6 month growth

10%

1 year growth

27%

2 year growth

92%

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