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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.

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.

Platforms Supported

Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook

Platforms Supported

Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook

Audience

IT teams searching for a workspace solution for testing and debugging machine learning models

Audience

Companies looking for a Machine Learning solution that that integrates seamlessly into the AI development life cycle to ensure robustness and reliability

Support

Phone Support
24/7 Live Support
Online

Support

Phone Support
24/7 Live Support
Online

API

Offers API

API

Offers API

Screenshots and Videos

Screenshots and Videos

Pricing

No information available.
Free Version
Free Trial

Pricing

No information available.
Free Version
Free Trial

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

This software hasn't been reviewed yet. Be the first to provide a review:

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Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

This software hasn't been reviewed yet. Be the first to provide a review:

Review this Software

Training

Documentation
Webinars
Live Online
In Person

Training

Documentation
Webinars
Live Online
In Person

Company Information

Openlayer
Founded: 2021
United States
www.openlayer.com

Company Information

Robust Intelligence
Founded: 2019
United States
www.robustintelligence.com

Alternatives

Alternatives

Categories

Categories

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
Kubeflow
MLflow
PyTorch
Snowflake
TensorFlow

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
Kubeflow
MLflow
PyTorch
Snowflake
TensorFlow
Claim Openlayer and update features and information
Claim Openlayer and update features and information
Claim Robust Intelligence and update features and information
Claim Robust Intelligence and update features and information