Case Study: Abalone Bio accelerates antibody discovery with Coiled

Abalone Bio finds 30 antibody candidates with Coiled

Abalone Bio, an innovative drug discovery company, faced the challenge of analyzing the vast datasets generated by its proprietary FAST platform. They were only able to examine a fraction of their data, potentially missing valuable insights. To unlock the hidden value in their data with machine learning, they turned to the vendor Coiled for a scalable cloud solution that could handle their entire ML lifecycle.

By implementing Coiled's platform, Abalone Bio gained the flexibility and scalability to train protein large language models on GPU-accelerated hardware. This solution had a significant impact, increasing their hit rate for promising antibody candidates from one to thirty. Coiled enabled machine learning to become a core, push-button part of their platform, accelerating discovery and allowing for the generation of novel antibodies.

Abalone Bio