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R&D Leadership
Reproducible and traceable computational research with no lock-in
Code Ocean creates an immutable scientific system of record. Prove what you discovered, when you discovered it, and how—without any additional work or platform lock-in.
Key benefits for R&D leaders
Prove invention over any time horizon
Drug and therapeutic IP lifecycles need defending, sometimes for decades. Code Ocean makes this possible with the Lineage Graph, creating an immutable record of work. Find out how you got to any result in a single click.
No platform lock-in: export anything, at any time
Code Ocean is built on open-source technology and designed to make analytics FAIRR: findable, accessible, interoperable, reusable, and reproducible. Export any Capsule or Pipeline at any time to run outside of the platform or transfer elsewhere.
Accelerate onboarding and mitigate IP loss
Colleagues come and go, but Code Ocean maintains continuity. Collections help organize computational work, while administrators can easily re-assign ownership of assets to new users if necessary.
Guarantee reproducibility and traceability
Compute Capsules preserve the code, data, environment, and results used and generated so all work can be reproduced and reused, regardless of dependencies. If it’s in a Capsule, it’ll run again in 10 days, 10 years, or more.
Increase visibility of computational work
Compute Capsules, Pipelines, Data, and Apps can be organized and shared with the wider organization. Make computational work more visible and accessible for everyone.
Get a handle on compute costs for every project
Code Ocean lets you capture and understand granular analytics data for different users and projects within the deployment, allowing you to drill down and understand associated activities.
What organizations use Code Ocean?
Biotechs
Pharma companies
Research institutes
What our customers say:
“Code Ocean's self-service capabilities make it easy for our scientists to do their work reproducibly. New users to the platform can get far with just a little support, giving our engineers time to focus on domain-specific challenges.”
What our customers say:
“Code Ocean sped up our internal image pre-processing computational workflow by at least 10x, improving collaboration and productivity between our global teams ... removing the need for painful cloud computing infrastructure set up.”
What our customers say:
“Code Ocean totally solves tracking and reproducing analysis for researchers and increases trust in the results.”
Key product features
Compute Capsules
Capsules
Pipelines
Pipelines
Models
Models
Data
Data
Lineage Graph
Lineage Graph
Collections
Collections
Apps
Apps
Admin
Admin Panel
Built for Computational Science
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Data analysis
Data analysis
Use ready-made template Compute Capsules to analyze your data, develop your data analysis workflow in your preferred language and IDE using any open-source software, and take advantage of built-in containerization to guarantee reproducibility.
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Data management
Data management
Manage your organization's data and control who has access to it. Built specifically to meet all FAIR principles, data management in Code Ocean uses custom metadata and controlled vocabularies to ensure consistency and improve searchability.
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Bioinformatics pipelines
Bioinformatics pipelines
Build, configure and monitor bioinformatics pipelines from scratch using a visual builder for easy set-up. Or, import from nf-core in one click for instant access to a curated set of best practice analysis pipelines. Runs on AWS Batch out-of-the-box, so your pipelines scale automatically. No setup needed.
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ML models
ML model development
Code Ocean is uniquely suited for Artificial Intelligence, Machine Learning, Deep Learning, and Generative AI. Install GPU-ready environments and provision GPU resources in a few clicks. Integration with MLFlow allows you to develop models, track parameters, manage models from development to production, while enjoying out-of-the-box reproducibility and lineage.
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Multiomics
Multiomics
Analyze and work with large multimodal datasets efficiently using scalable compute and storage resources, cached packages for R and Python, preloaded multiomics analysis software that works out of the box and full lineage and reproducibility.
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Imaging
Imaging
Process images using a variety of tools: from dedicated desktop applications to custom-written deep learning pipelines, from a few individual files to petabyte-sized datasets. No DevOps required, always with lineage.
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Cloud management
Cloud management
Code Ocean makes it easy to manage data and provision compute: CPUs, GPUs, and RAM. Assign flex machines and dedicated machines to manage what is available to your users. Spot instances, idleness detection, and automated shutdown help reduce cloud costs.
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Data/model provenance
Data/model provenance
Keep track of all data and results with automated result provenance and lineage graph generation. Assess reproducibility with a visual representation of every Capsule, Pipeline, and Data asset involved in a computation.
Data analysis
Use ready-made template Compute Capsules to analyze your data, develop your data analysis workflow in your preferred language and IDE using any open-source software, and take advantage of built-in containerization to guarantee reproducibility.
Data management
Manage your organization's data and control who has access to it. Built specifically to meet all FAIR principles, data management in Code Ocean uses custom metadata and controlled vocabularies to ensure consistency and improve searchability.
Bioinformatics pipelines
Build, configure and monitor bioinformatics pipelines from scratch using a visual builder for easy set-up. Or, import from nf-core in one click for instant access to a curated set of best practice analysis pipelines. Runs on AWS Batch out-of-the-box, so your pipelines scale automatically. No setup needed.
ML model development
Code Ocean is uniquely suited for Artificial Intelligence, Machine Learning, Deep Learning, and Generative AI. Install GPU-ready environments and provision GPU resources in a few clicks. Integration with MLFlow allows you to develop models, track parameters, manage models from development to production, while enjoying out-of-the-box reproducibility and lineage.
Multiomics
Analyze and work with large multimodal datasets efficiently using scalable compute and storage resources, cached packages for R and Python, preloaded multiomics analysis software that works out of the box and full lineage and reproducibility.
Imaging
Process images using a variety of tools: from dedicated desktop applications to custom-written deep learning pipelines, from a few individual files to petabyte-sized datasets. No DevOps required, always with lineage.
Cloud management
Code Ocean makes it easy to manage data and provision compute: CPUs, GPUs, and RAM. Assign flex machines and dedicated machines to manage what is available to your users. Spot instances, idleness detection, and automated shutdown help reduce cloud costs.
Data/model provenance
Keep track of all data and results with automated result provenance and lineage graph generation. Assess reproducibility with a visual representation of every Capsule, Pipeline, and Data asset involved in a computation.
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