At Dragonase, we're pioneering a revolutionary approach to biotechnology research through our "machine biologist" system. Our flagship research focuses on developing improved culture media for hematopoietic stem cells (HSCs), which are critical for cell-based therapies and bone marrow transplants.

The Machine Biologist

Our fully autonomous, AI-driven robotic wet lab system that executes, analyzes, and designs cell biology experiments in a closed loop without significant human intervention.

  • Robotic wet lab for automated experiments
  • Computer vision models for analysis
  • Bayesian optimization for experimental design

HSC Culture Media

Designing and optimizing culture media formulations to enable healthy expansion of hematopoietic stem cells, addressing a critical bottleneck in cell therapies.

  • Targeting 1024-fold expansion (10 population doublings)
  • Combinatorial testing of growth-promoting compounds
  • Monitoring cell health and differentiation

Advanced Microscopy

Leveraging high-throughput microscopy and machine learning to extract detailed information about cell health and behavior without destructive staining.

  • Dye-free microscopy with AI interpretation
  • Prediction of fluorescence markers from brightfield
  • Longitudinal tracking of cell lineages

Machine Learning

Developing cutting-edge AI models for biological data analysis, including diffusion transformer models for microscopy analysis and reinforcement learning for experimental design.

  • Large-scale biological datasets
  • Advanced computer vision models
  • Automated experimental design

Work with us

We welcome research collaborations with academic institutions, industry partners, and other organizations interested in advancing longevity therapies and autonomous biology research.

Contact Us