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What is IBM watsonx.governance?

While the quality of models may vary, establishing governance is essential for ensuring responsible and ethical decision-making across an organization. The IBM® watsonx.governance™ toolkit for AI governance allows you to effectively manage, monitor, and oversee your organization's AI projects. By leveraging software automation, it significantly improves your ability to mitigate risks, comply with regulations, and address ethical considerations associated with generative AI and machine learning (ML) models. This toolkit equips you with automated and scalable governance, risk, and compliance tools that cover various areas, including operational risk, policy management, financial oversight, IT governance, and both internal and external audits. You can proactively recognize and reduce model risks while translating AI regulations into actionable policies that are automatically enforced, guaranteeing that your organization adheres to compliance standards and maintains ethical integrity in its AI practices. Additionally, this thorough strategy not only protects your operations but also builds confidence among stakeholders regarding the reliability of your AI systems. In a rapidly evolving technological landscape, embracing such governance measures is vital for sustainable growth and innovation.

What is Aporia?

Create customized monitoring solutions for your machine learning models with our intuitive monitor builder, which alerts you to potential issues like concept drift, decreases in model performance, biases, and more. Aporia seamlessly integrates with any machine learning setup, be it a FastAPI server on Kubernetes, an open-source solution like MLFlow, or cloud services such as AWS Sagemaker. You can dive into specific data segments to closely evaluate model performance, enabling you to detect unexpected biases, signs of underperformance, changing features, and data integrity problems. When your machine learning models encounter difficulties in production, it's essential to have the right tools to quickly diagnose the root causes. Beyond monitoring, our investigation toolbox provides an in-depth analysis of model performance, data segments, statistical information, and distribution trends, ensuring you have a comprehensive grasp of how your models operate. This thorough methodology enhances your monitoring capabilities and equips you to sustain the reliability and precision of your machine learning solutions over time, ultimately leading to better decision-making and improved outcomes for your projects.

Media

Media

Integrations Supported

Amazon S3
Amazon SageMaker
Azure Blob Storage
Google Cloud Storage
Grafana
IBM watsonx Assistant
IBM watsonx.ai
Jira
MLflow
Microsoft Teams
New Relic
Prometheus
Prove AI
Sagify
Slack

Integrations Supported

Amazon S3
Amazon SageMaker
Azure Blob Storage
Google Cloud Storage
Grafana
IBM watsonx Assistant
IBM watsonx.ai
Jira
MLflow
Microsoft Teams
New Relic
Prometheus
Prove AI
Sagify
Slack

API Availability

Has API

API Availability

Has API

Pricing Information

$1,050 per month
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

IBM

Date Founded

1911

Company Location

United States

Company Website

www.ibm.com/products/watsonx-governance

Company Facts

Organization Name

Aporia

Company Website

www.aporia.com

Categories and Features

Data Governance

Access Control
Data Discovery
Data Mapping
Data Profiling
Deletion Management
Email Management
Policy Management
Process Management
Roles Management
Storage Management

Categories and Features

Machine Learning

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

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