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Clean data

Machine learning has never been more powerful. Mantle helps connect your data with state-of-the art models.

Clean data

Good data practices from day zero.

The volume of data in biology is staggering–and it’s only getting bigger. Mantle drives innovation by creating good data practices that fuel smarter ML.

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Good data in, good results out
Metadata is scattered across formats and systems, data from expensive experiments is irreplaceable, and uncorrected batch effects can drown out the signal. Mantle helps you overcome these obstacles by standardizing and structuring even the most stubborn biological data.
Ready for analysis
Integrate with the tools you already love using. Mantle can access analysis-ready datasets from API, CLI, or SQL to connect to other ML libraries, models, or tools.
Harness your data's full potential
It's not just about data, it's about what you can do with it. Our aim is to leverage advances in computational science and AI/ML to empower scientists to turn results into impact—to help people live longer, healthier lives
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Datasets on demand

Clean, reliable, and clear
Create analysis-ready datasets that makes insights clear.
Create analysis-ready datasets that makes insights clear.
Ensure clean, reliable data from the start of every experiment.
Ensure clean, reliable data from the start of every experiment.
ML models are always changing, but Mantle helps you evolve with them
ML models are always changing, but Mantle helps you evolve with them