Module 4 Narration

Module 4 Narration#

Opening#

Open with the professional setting: an incident response team deciding which containment actions can be automated safely. Ask students what decision is being made, who is affected, and what evidence would be persuasive to a skeptical reviewer.

Middle#

Move through the module in four passes:

  1. Define Containment and remediation automation in the context of Automated Response Systems.

  2. Walk through the lab as a proxy-data exercise, emphasizing what it can and cannot show.

  3. Compare a baseline with an AI-enabled or more sophisticated alternative.

  4. Translate the result into stakeholder language: recommendation, risk, mitigation, and next evidence.

Closing#

Close by returning to the module artifact: automated response playbook with approval gates, rollback plan, and post-incident learning loop focused on containment and remediation automation: Define containment actions and approval gates.. Students should leave knowing exactly what artifact they are producing and how it will be judged.