Ethical Auditing and Bias Detection
- AI models can unintentionally pick up biases based on the data they’re trained on
- As regulations around AI evolve, compliance becomes a moving target. AI governance software helps companies keep pace with regulations like GDPR, CCPA, or upcoming AI-specific laws (e.g., EU’s AI Act).
- Track performance metrics, identify drift in models, and flag any unusual behavior that could signal problems like bias, ethical issues, or decreased accuracy.
AI Governance with LightBeam
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Ethical Auditing and Bias Detection
Bias Detection
AI models can unintentionally pick up biases based on the data they’re trained on.
Compliance Automation
Track performance metrics, identify drift in models, and flag any unusual behavior that could signal problems like bias, ethical issues, or decreased accuracy.
AI Model Lifecycle
Monitoring for model drift (when the model's performance starts degrading due to changing real-world conditions) and ensuring models are updated or decommissioned responsibly.
What is Data Security Posture Management (DSPM), and what can it do for you?
Discover the importance of Data Security Posture Management (DSPM) in today’s complex digital landscape. Learn how DSPM enhances data visibility, strengthens compliance, and mitigates risks, empowering organizations to protect sensitive data across diverse IT environments effectively. Explore key benefits, implementation strategies, and best practices in this informative guide.
How Does Data Security Posture Management (DSPM) Relate to Data Governance?
How DSPM, DAG & DSG work together to drive data governance. Insights by LightBeam CMO Seth Knox.