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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 Komodor?

Komodor streamlines the troubleshooting journey for Kubernetes, providing you with crucial tools to tackle issues with confidence. It monitors your complete Kubernetes ecosystem, identifies problems, uncovers their root causes, and supplies the context needed for effective and independent resolution. The platform automatically detects anomalies, deployment issues, misconfigurations, bottlenecks, and various health-related challenges. By doing so, it allows you to spot potential problems early on, preventing them from affecting end-users. Utilizing pre-defined playbooks enhances your ability to conduct root cause analysis, avoiding disruptive escalations and saving precious developer resources. Additionally, it offers straightforward remediation guidance, enabling every team member to function like a skilled troubleshooting veteran, thereby creating a more resilient operational landscape. This proactive strategy not only boosts team productivity but also fosters a culture of continuous improvement and enhances the overall reliability of the system. In an ever-evolving tech environment, such capabilities become indispensable for maintaining high service quality.

Media

Media

Integrations Supported

Amazon Redshift
Amazon S3
Amazon SageMaker
Bitbucket
Databricks Data Intelligence Platform
DigitalOcean
GitHub
GitLab
Google Cloud BigQuery
Google Cloud Platform
Google Cloud Storage
IBM watsonx.data
Kubeflow
MLflow
Microsoft Azure
New Relic
PagerDuty
Prometheus
PyTorch
Snowflake

Integrations Supported

Amazon Redshift
Amazon S3
Amazon SageMaker
Bitbucket
Databricks Data Intelligence Platform
DigitalOcean
GitHub
GitLab
Google Cloud BigQuery
Google Cloud Platform
Google Cloud Storage
IBM watsonx.data
Kubeflow
MLflow
Microsoft Azure
New Relic
PagerDuty
Prometheus
PyTorch
Snowflake

API Availability

Has API

API Availability

Has API

Pricing Information

Pricing not provided.
Free Trial Offered?
Free Version

Pricing Information

$10 per node per month
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

Komodor

Company Location

Israel

Company Website

komodor.com

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

DevOps

Approval Workflow
Dashboard
KPIs
Policy Management
Portfolio Management
Prioritization
Release Management
Timeline Management
Troubleshooting Reports

Incident Management

Audit Trail
Corrective Actions (CAPA)
Disaster Recovery
IT Incident Management
Incident Reporting
OSHA Compliance
Root-Cause Diagnosis
Safety Management
Task Management
Ticket Management

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Popular Alternatives

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