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What is Robust Intelligence?

The Robust Intelligence Platform is expertly crafted to seamlessly fit into your machine learning workflow, effectively reducing the chances of model breakdowns. It detects weaknesses in your model, prevents false data from entering your AI framework, and identifies statistical anomalies such as data drift. A key feature of our testing strategy is a comprehensive assessment that evaluates your model's durability against certain production failures. Through Stress Testing, hundreds of evaluations are conducted to determine how prepared the model is for deployment in real-world applications. The findings from these evaluations facilitate the automatic setup of a customized AI Firewall, which protects the model from specific failure threats it might encounter. Moreover, Continuous Testing operates concurrently in the production environment to carry out these assessments, providing automated root cause analysis that focuses on the underlying reasons for any failures detected. By leveraging all three elements of the Robust Intelligence Platform cohesively, you can uphold the quality of your machine learning operations, guaranteeing not only peak performance but also reliability. This comprehensive strategy boosts model strength and encourages a proactive approach to addressing potential challenges before they become serious problems, ensuring a smoother operational experience.

What is ReportPortal?

Investigate the reasons for failures immediately following the completion of the testing phase. Generate concise and comprehensible reports for your team members. Leverage machine learning-powered auto-analyzers to explore the factors contributing to the failures. Aggregate test results from various platforms, frameworks, and programming languages, ensuring that actionable insights are provided. By utilizing machine learning algorithms, you can reveal trends within the test data, pinpoint the root causes of failures, and predict future testing results. Complement the automated analysis with a manual review of test logs and new failure trends observed in the most recent test executions. Facilitate automated decision-making in release pipelines by following established testing standards and outcomes. Display test results in a manner that enhances the tracking of trends, allows for the identification of patterns, generates insights, and supports well-informed business decisions. Conduct regular evaluations of your product's status and automate release choices using Quality Gates to improve both efficiency and reliability. This comprehensive strategy not only simplifies the testing process but also plays a vital role in elevating the overall quality of the product while ensuring teams remain informed and proactive.

Media

Media

Integrations Supported

Amazon Redshift
Azure Blob Storage
DataRobot
Docker
GitLab
Google Cloud BigQuery
Google Cloud Storage
H2O.ai
IBM watsonx.data
Jira
Kubeflow
Kubernetes
Microsoft Azure
Microsoft Hyper-V
Okta
Sauce Labs
Slack
Snowflake
monday.com

Integrations Supported

Amazon Redshift
Azure Blob Storage
DataRobot
Docker
GitLab
Google Cloud BigQuery
Google Cloud Storage
H2O.ai
IBM watsonx.data
Jira
Kubeflow
Kubernetes
Microsoft Azure
Microsoft Hyper-V
Okta
Sauce Labs
Slack
Snowflake
monday.com

API Availability

Has API

API Availability

Has API

Pricing Information

Pricing not provided.
Free Trial Offered?
Free Version

Pricing Information

Pricing not provided.
Free Trial Offered?
Free Version

Supported Platforms

SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux

Supported Platforms

SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Company Facts

Organization Name

Robust Intelligence

Date Founded

2019

Company Location

United States

Company Website

www.robustintelligence.com

Company Facts

Organization Name

ReportPortal

Date Founded

2013

Company Location

United States

Company Website

reportportal.io

Categories and Features

Machine Learning

Deep Learning
ML Algorithm Library
Model Training
Natural Language Processing (NLP)
Predictive Modeling
Statistical / Mathematical Tools
Templates
Visualization

Categories and Features

Automated Testing

Hierarchical View
Move & Copy
Parameterized Testing
Requirements-Based Testing
Security Testing
Supports Parallel Execution
Test Script Reviews
Unicode Compliance

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