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About OpenScale (IBM Watson OpenScale / watsonx.governance)
IBM Watson OpenScale (now surfaced via IBM’s watsonx governance offerings) provides runtime visibility into AI models, detecting and helping correct drift, bias and other issues while producing explainability and audit artifacts.
Key Features
- Runtime monitoring for drift, bias and data issues — continuous checks during model operation.
- Explainability & root-cause analysis — tools to explain model outcomes and drivers.
- Integration with IBM Cloud Pak / Watson Machine Learning — deployment and management in IBM environments.
- APIs & install options — documented APIs and installation guidance for on‑cluster/cloud deployments.
Use Cases & Best For
Enterprises using IBM Cloud Pak / Watson Machine Learning who need governance and runtime monitoring
Teams that require explainability, bias detection and audit evidence for IBM-deployed models
About AI Governance & Ethics
Responsible AI and compliance