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watsonx.governance IBM watsonx

watsonx.governance IBM watsonx™

Description

Use watsonx.governance to analyze your AI with trust and transparency and understand how your AI models make decisions. Detect and mitigate bias and drift. Increase the quality and accuracy of your predictions. Explain transactions and perform what-if analysis. Extend the governance capabilities with support for tracking predictive and generative model assets in AI use cases. Details about the tracked assets are recorded in fact sheets to use for your governance and compliance requirements.

Watsonx.governance provides an enterprise-grade environment for AI applications that provides your enterprise visibility into how your AI is built, is used, and delivers return on investment. Its open platform enables businesses to operate and automate AI at scale with transparent, explainable outcomes that are free from harmful bias and drift. Watsonx.governance supports external models that are developed in third-party providers, including Amazon Web Services or Microsoft Azure.

Deployment differences AI Governance capabilities differ depending on your deployment environment:
  • Watsonx.governance on IBM Cloud provides most AI governance capabilities. You can integrate the IBM OpenPages service to enable the Governance console. All solutions are available (licensing is required). For more information, see Setting up watsonx.governance on IBM Cloud.
  • Watsonx.governance on Amazon Web Services (AWS) provides the Governance console with the Model Risk Governance solution only. For more information, see Setting up your wwatsonx.governance environment on AWS.

Choosing a governance solution

Watson OpenScale can be installed as part of the integrated watsonx.governance service or as a separate service.

  • The watsonx.governance service includes governance features for generative AI assets as well as machine learning assets.

  • As a separate service, Watson OpenScale can evaluate machine learning models and generate insights about performance. It can be used with other services to build a comprehensive AI governance solution for machine learning models.

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