Related Products
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About
Onboard your data and models to Openlayer and collaborate with the whole team to align expectations surrounding quality and performance. Breeze through the whys behind failed goals to solve them efficiently. The information to diagnose the root cause of issues is at your fingertips. Generate more data that looks like the subpopulation and retrain the model. Test new commits against your goals to ensure systematic progress without regressions. Compare versions side-by-side to make informed decisions and ship with confidence. Save engineering time by rapidly figuring out exactly what’s driving model performance. Find the most direct paths to improving your model. Know the exact data needed to boost model performance and focus on cultivating high-quality and representative datasets.
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About
The Robust Intelligence Platform integrates seamlessly into your ML lifecycle to eliminate model failures. The platform detects your model’s vulnerabilities, prevents aberrant data from entering your AI system, and detects statistical data issues like drift. At the core of our test-based approach is a single test. Each test measures your model’s robustness to a specific type of production model failure. Stress Testing runs hundreds of these tests to measure model production readiness. The results of these tests are used to auto-configure a custom AI Firewall that protects the model against the specific forms of failure to which a given model is susceptible. Finally, Continuous Testing runs these tests during production, providing automated root cause analysis informed by the underlying cause of any single test failure. Using all three elements of the Robust Intelligence platform together helps ensure ML Integrity.
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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
IT teams searching for a workspace solution for testing and debugging machine learning models
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Audience
Companies looking for a Machine Learning solution that that integrates seamlessly into the AI development life cycle to ensure robustness and reliability
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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 Videos |
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Pricing
No information available.
Free Version
Free Trial
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Pricing
No information available.
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 InformationOpenlayer
Founded: 2021
United States
www.openlayer.com
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Company InformationRobust Intelligence
Founded: 2019
United States
www.robustintelligence.com
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Alternatives |
Alternatives |
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Categories |
Categories |
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Integrations
Amazon Redshift
Amazon S3
Amazon SageMaker
Azure Blob Storage
DataRobot
Databricks Data Intelligence Platform
Google Cloud BigQuery
Google Cloud Storage
H2O.ai
IBM watsonx.data
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Integrations
Amazon Redshift
Amazon S3
Amazon SageMaker
Azure Blob Storage
DataRobot
Databricks Data Intelligence Platform
Google Cloud BigQuery
Google Cloud Storage
H2O.ai
IBM watsonx.data
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