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.
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.