Case Study: Mana.bio accelerates experimentation and improves reproducibility with DagsHub

50% improvement in biotech data quality

Mana.bio, an AI-based drug delivery startup, faced challenges in standardizing workflows and managing versions of their constantly evolving biotech data. Their team needed a managed MLOps solution to enhance collaboration, ensure experiment reproducibility, and accelerate proof-of-concept timelines without the burden of managing their own infrastructure. This led them to seek a platform from vendor DagsHub.

By implementing DagsHub, the team gained an all-in-one solution featuring integrated data versioning with DVC and experiment tracking with MLflow. This provided the crucial link between data, code, and experiments that was missing. The solution from vendor DagsHub resulted in a 50% improvement in data quality confidence and significantly faster operations. Running client POCs now saves them several days each, freeing the team to focus on model development and accelerating their time to market.

Mana.bio

Guy Rosin

Applied Scientist