Module 0: SA0: The Automation Problem

5 hours · Free tier

Module Overview

Every SOC reaches the same breaking point. Alert volume grows. Headcount doesn’t. The analysts who can detect threats spend their time running the same enrichment queries, sending the same notification emails, and executing the same containment steps — manually, every time, for every alert. The work is critical. It is also entirely automatable.

This module establishes the operational framework for security automation — not the tooling, but the judgment. Before you build a single playbook or write a single automation rule, you need to answer three questions that determine whether automation helps or causes damage: Can this action be automated safely? Should it be automated? At what confidence level does automated action become acceptable?

The three-tier automation model (enrichment, collection, containment) provides a risk-based framework for every automation decision. The blast radius assessment prevents the automation from causing more damage than the incident it responds to. The maturity model gives you the roadmap from where you are to where you need to be.

You will apply this framework to Northgate Engineering’s SOC — assessing their current manual operation, identifying the highest-value automation candidates, and designing the automation architecture that reduces their mean time to acknowledge from 45 minutes to 5 minutes.

What you will build in this module

  • The Automation Judgment Framework — the three-question decision model for every automation candidate
  • The Blast Radius Assessment Template — quantifying the impact of automated actions before deploying them
  • The Automation Maturity Model Assessment — scoring your current SOC against the five maturity levels and building the roadmap

Subsections

#TitleType
SA0.1Why Most SOCs Don’t Automate (And Why They Should)Content
SA0.2The Automation SpectrumContent
SA0.3The Three Automation TiersContent
SA0.4The Confidence Threshold ProblemContent
SA0.5The Blast Radius AssessmentContent
SA0.6NE’s Automation LandscapeContent
SA0.7Sentinel Automation ArchitectureContent
SA0.8Defender XDR Automation ArchitectureContent
SA0.9The Automation Governance FrameworkContent
SA0.10The Automation Maturity ModelContent
SA0.11Interactive Lab: Automation AssessmentLab
SA0.12Module SummarySummary
SA0.13Check My KnowledgeKC

Sections in this module