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IBM watsonx.governance
IBM watsonx.governance is an end-to-end AI governance toolkit designed to manage risk, compliance, and transparency throughout the AI model lifecycle. It automatically monitors model drift and bias.
Overview
IBM watsonx.governance is an end-to-end AI governance toolkit designed to manage risk, compliance, and transparency throughout the AI model lifecycle. It automatically monitors model drift and bias.
Model risk management and compliance automation
Automated bias and drift detection
Model transparency and explainability
Policy management and audit trails
AI governance reporting and dashboards
Benefits
Ensure your AI models are fair, transparent, and explainable
Automated compliance with regulations (GDPR, EU AI Act, etc.)
Detect model drift and bias early
Automate manual governance processes
Fully integrated with watsonx.ai and watsonx.data
Features
Automated model validation and verification
Real-time model monitoring and alerts
Explainable AI (XAI) techniques
Model inventory and risk scoring
Audit-friendly logs and reporting
Technical Specifications
Bias, drift, unfairness, performance degradation
watsonx.ai, watsonx.data, custom models
Customizable reports via PDF, CSV, API
Custom policy definition and automated enforcement
Cloud, hybrid, on-premises (Red Hat OpenShift)