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.
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.
Choosing a governance solution
Watson OpenScale can be installed as part of the integrated watsonx.governance service or as a separate service.
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The watsonx.governance service includes governance features for generative AI assets as well as machine learning assets.
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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.
Quick links
- Administer: Manage and maintain the service
- Use: Work with the service
- What's new: See what's new each week
- Troubleshoot: Find solutions to problems
Integrated services
| Service | Capability |
|---|---|
| watsonx.ai™ Runtime | Build, train, and deploy machine learning models with a full range of tools. |
| watsonx.ai Studio | Prepare, analyze, and model data in a collaborative environment with tools for data scientists, developers, and domain experts. |