Comprehensive AI Governance Features
Everything you need to build, deploy, and monitor responsible AI systems with confidence.
Real-time Bias Detection
Comprehensive bias analysis using statistical methods, custom rules, and LLM-powered insights to identify fairness issues across multiple protected attributes.
Key Highlights:
- • Multiple fairness metrics (WEAT, SEAT, BBQ)
- • Real-time stream processing
- • Automated audit trails
- • Slice-based analysis
Advanced Explainability
Understand model decisions with SHAP, LIME, and integrated gradients. Interactive dashboards for both technical and non-technical users.
Key Highlights:
- • SHAP, LIME, and integrated gradients
- • Interactive what-if analysis
- • Visual and text-based reports
- • Model-agnostic architecture
Continuous Monitoring
Track model performance, data drift, and concept drift in real-time. Proactive alerts for performance degradation and retraining needs.
Key Highlights:
- • Performance monitoring (accuracy, precision, recall)
- • Advanced drift detection (KS, PSI)
- • Customizable alert channels
- • Version comparison dashboards
Model Provenance & Lineage
Track the complete lifecycle of your AI models from data source to deployment with digital signatures and audit trails.
Key Highlights:
- • Digital signatures for authenticity
- • Complete data lineage tracking
- • Automated model cards
- • Compliance-ready audit trails
Security & Compliance
Enterprise-grade security with OWASP AI/LLM protections, GDPR and AI Act compliance tools, and comprehensive audit logging.
Key Highlights:
- • OWASP AI/LLM security implementation
- • GDPR and AI Act compliance
- • Role-based access control
- • Comprehensive audit logging
Simulation & Testing
Test AI models in virtual environments before deployment. Includes bias simulation, adversarial testing, and scenario modeling.
Key Highlights:
- • Bias simulation and adversarial testing
- • Stress testing capabilities
- • Virtual environment testing
- • Robustness validation
Ready to Experience These Features?
Try our platform today and see how comprehensive AI governance can transform your organization.