Monitoring and drift
What does monitoring and drift cover in AI governance?
1 competency is filed under it: Post-deployment monitoring and drift detection. Each has its own page saying what it means in practice.
The competencies filed under it
- Post-deployment monitoring and drift detection
Sets performance metrics, thresholds and review triggers after launch, and treats a model change, a vendor update or new data as a reason to re-check.
Risk and Assurance
Roles that ask for it
- AI Auditor1 of 1 competency
- AI Engineer, production systems edition1 of 1 competency
- AI Evaluation Specialist1 of 1 competency
- AI Governance Engineer1 of 1 competency
- AI Model Validator1 of 1 competency
- AI Product Manager, responsible product edition1 of 1 competency
- AI Risk Manager1 of 1 competency
- AI Vendor Risk Manager1 of 1 competency
- Agentic AI Engineer, orchestration edition1 of 1 competency
- AI Incident Response Lead1 of 1 competency
- Model Risk Manager1 of 1 competency
- Robotics AI Engineer, embodied systems edition1 of 1 competency
- Chief Audit Executive, AI audit edition1 of 1 competency
- Chief Technology Officer, AI engineering edition1 of 1 competency
Where it is taught and graded
15 graded topics, each passed by explaining it back. The first module of every program is free with a free account.
- Module 7: Internal Control Architecture and Control Engineering (1)
- Module 8: Compliance Management Systems and Regulatory Intelligence (1)
- Module 12: Third-Party, Supply-Chain, and Concentration Risk (1)
- Module 18: Governance, Risk and Compliance Technology, Automation, and Evidence Engineering (1)
- Module 20: Governance, Risk and Compliance Leadership and Operating Model Transformation (1)
- Module 7: Rollout, Monitoring, and Incident Response (2)
- Module 11: The Capstone: Deploy and Defend (1)
- Module 3: Shipping AI and Surviving the Incident (1)
- Module 4: Evaluation and Trust (1)
- EU AI Act Implementation Expert2 topics
- Module 3: High-Risk AI Requirements: The Technical File (1)
- Module 8: Post-Market Monitoring and Enforcement (1)
- Module 9: Agentic AI and Workforce Integration (1)
- Module 6: Process and Operations Redesign (1)
- Module 3: Generative AI Compliance (1)
Questions
- What does monitoring and drift cover in AI governance?
- 1 competency is filed under it: Post-deployment monitoring and drift detection. Each has its own page saying what it means in practice.
- Which roles ask for monitoring and drift?
- 14 roles on the map name at least one of its competencies, from analyst seats to executive ones. Each role page lists the depth expected.
- Where is monitoring and drift taught and graded?
- 15 graded topics teach it across 7 programs. Each topic is graded by explaining it back against its own transcript, so a pass is evidence, not attendance. The first module of every program is free with a free account.