ThoaThoa.io
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Related Products
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About
We commoditize production-ready Machine Learning. ZenML, the star MAIOT product, is an extensible, open-source MLOps framework to create reproducible Machine Learning pipelines. ZenML pipelines are built to take experiments from data versioning to a deployed model. The core design is centered around extensible interfaces to accommodate complex pipeline scenarios, while providing a batteries-included, straightforward “happy path” to achieve success in common use-cases without unnecessary boiler-plate code. We want to enable Data Scientists to focus on use-cases, goals and, ultimately, workflows for Machine Learning, not the underlying technologies. As the Machine Learning landscape is evolving fast, in both Software and Hardware, it is our objective to decouple reproducible workflows to productionize Machine Learning from the required tooling, to make the adoption of new technologies as easy as possible.
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About
Thoa is a cloud bioinformatics platform that solves the six most expensive problems researchers face daily: environment and dependency conflicts, pipeline management, reproducibility, scaling compute, collaboration, and data sharing.
Run Nextflow and Snakemake workflows on managed cloud infrastructure (up to 12TB RAM) with zero DevOps setup. Thoa's AI-assisted debugger resolves environment issues in real time, so pipelines don't crash hours into execution. Every run automatically captures its full execution context: data, software versions, environment, and machine config.
Share complete analyses with collaborators in one click. Recipients can view and re-run results without creating an account or mirroring infrastructure. Supports Docker, Conda, Singularity, Python, and R.
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Platforms Supported
Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook
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Platforms Supported
Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook
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Audience
Data scientists searching for a software solution to create reproducible machine learning pipelines
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Audience
Bioinformaticians, computational biologists, genomics researchers, core facility managers, lab directors, biotech R&D teams, pharma research groups, CROs, academic research labs, bioinformatics MSc programs
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Support
Phone Support
24/7 Live Support
Online
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Support
Phone Support
24/7 Live Support
Online
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API
Offers API
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API
Offers API
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Screenshots and Videos |
Screenshots and VideosNo images available
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Pricing
No information available.
Free Version
Free Trial
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Pricing
$35/user/month
Free Version
Free Trial
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Reviews/
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Reviews/
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Training
Documentation
Webinars
Live Online
In Person
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Training
Documentation
Webinars
Live Online
In Person
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Company InformationMAIOT
Founded: 2021
Germany
www.maiot.io
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Company InformationThoa.io
Founded: 2026
Switzerland
www.thoa.io
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Integrations
No info available.
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Integrations
No info available.
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