AI TRiSM stands for Artificial Intelligence Trust, Risk, and Security Management. AI TRiSM an AI governance framework developed by Gartner to manage the security, trust, and reliability of AI models and applications throughout their entire lifecycle.
AI TRiSM is a framework comprised of four essential pillars that help organizations operationalize AI in an ethical manner:
- Explainability: ensuring AI decisions are transparent and understandable to human users
- Model Operations (ModelOps): managing the end-to-end lifecycle of a model, including deployment, monitoring and maintenance.
- AI Application Security: protecting AI systems from specific cyber threats like adversarial attacks or data poisoning
- Privacy: safely managing sensitive data used in training and ensuring compliance with regulations like GDPR or the EU AI Act.
Rizkly enables implementation TRiSM for AI and autonomy solutions through policy as a code, controls and continuous monitoring in the following areas:
- Governance: continuous inventory and risk-scoring of all AI models, agents and apps
- Continuous Monitoring & Validation: real-time monitoring of AI interaction to detect anomalies or policy violations
- Access Management: ensuring only approved, properly classified data is accessible to AI systems
- Infrastructure & Stack: security and configuration management for the hardware and software environments that run the AI and autonomy workloads
