Infrastructure Layer: Safe, Observable, Governable Systems

Aim

Explain why responsible AI depends on infrastructure choices. If you can’t see it, you can’t govern it.

Topics

• Architectural principles (centralised, federated, hybrid)
• Observability and monitoring
• Access controls and secure environments
• Deployment assurance
• Resilience and incident management
• Governance embedded into the infrastructure itself

Activities

• Observability simulation
• “Design a safe deployment pipeline” workshop
• Incident response tabletop exercise