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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 Opster?

Opster's AutoOps platform enhances mapping, stabilizes operational processes, and boosts resource efficiency, leading to lower hardware expenses and improved performance metrics. Merely having orchestration, management features, and ticket-based support falls short of what is required. AutoOps delivers comprehensive real-time assistance to meet all operational needs. It is capable of diagnosing issues across the entire scope of Elasticsearch operations. The platform not only offers accurate root cause analysis but also assists in resolving identified problems effectively. Advanced optimizations, such as shard rebalancing and the ability to block resource-heavy searches, can be executed by AutoOps. Furthermore, it optimizes templates, ensuring that your cluster maintains its highest performance levels and resilience. Ultimately, Opster's AutoOps platform empowers clients to significantly minimize the hardware necessary for their deployments through its advanced optimization techniques. This holistic approach not only enhances operational efficiency but also sets a new standard for resource management in the industry.

Media

Media

Integrations Supported

Amazon S3
Azure Blob Storage
DataRobot
Databricks Data Intelligence Platform
Elasticsearch
Google Cloud BigQuery
Google Cloud Storage
Grafana
H2O.ai
IBM watsonx.data
Kibana
Kubeflow
MLflow
Microsoft Teams
OpenSearch
Opsgenie
PagerDuty
PyTorch
Slack
TensorFlow

Integrations Supported

Amazon S3
Azure Blob Storage
DataRobot
Databricks Data Intelligence Platform
Elasticsearch
Google Cloud BigQuery
Google Cloud Storage
Grafana
H2O.ai
IBM watsonx.data
Kibana
Kubeflow
MLflow
Microsoft Teams
OpenSearch
Opsgenie
PagerDuty
PyTorch
Slack
TensorFlow

API Availability

Has API

API Availability

Has API

Pricing Information

Pricing not provided.
Free Trial Offered?
Free Version

Pricing Information

$2.2 per GB 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

Opster

Date Founded

2019

Company Location

Israel

Company Website

opster.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

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