0 / 0

watsonx.governance

Last updated: Feb 21, 2025
watsonx.governance

 

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.

  • 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.

Quick links

Integrated services

Table 1. Related services. The following related services are often used with this service and provide complementary features, but they are not required.
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.