Unit 12: Lifecycle Management & Change Tracking for AI Systems
Control the chaos. Track every change. Make your AI systems audit-ready and rollback-safe.
Learning Objectives
By the end of this lesson, you’ll be able to:
Define the lifecycle stages of an AI system
Implement versioning, logging, and rollback strategies
Understand when changes trigger documentation or reassessment
Maintain accurate technical records over time
Align your workflow with traceability and transparency best practices
⏱️ Suggested completion time: 15 minutes
