Module 0: SA0: The Automation Problem
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
| # | Title | Type |
|---|---|---|
| SA0.1 | Why Most SOCs Don’t Automate (And Why They Should) | Content |
| SA0.2 | The Automation Spectrum | Content |
| SA0.3 | The Three Automation Tiers | Content |
| SA0.4 | The Confidence Threshold Problem | Content |
| SA0.5 | The Blast Radius Assessment | Content |
| SA0.6 | NE’s Automation Landscape | Content |
| SA0.7 | Sentinel Automation Architecture | Content |
| SA0.8 | Defender XDR Automation Architecture | Content |
| SA0.9 | The Automation Governance Framework | Content |
| SA0.10 | The Automation Maturity Model | Content |
| SA0.11 | Interactive Lab: Automation Assessment | Lab |
| SA0.12 | Module Summary | Summary |
| SA0.13 | Check My Knowledge | KC |