SDSI AI Automation And Devsecops Practice Question
Which THREE of the following are key AI/ML design considerations when selecting a security automation platform?
Answer choices
Why each option matters
Answer the question above first, then reveal the full breakdown to understand why each option is right or wrong.
Correct answer & explanation
✓
Explainability and transparency (XAI)
Data quality, model transparency, and integration capabilities are critical for effective AI security.
Answer analysis
Option-by-option breakdown
For each option: why learners choose it and why it is or isn't the right answer here.
- ✗
Number of employees on the vendor's team
Why it's wrong here
Irrelevant to model performance.
- ✓
Explainability and transparency (XAI)
Why this is correct
Necessary to understand why an alert was triggered.
- ✓
API integration and extensibility
Why this is correct
Required for automated response.
- ✗
Local hardware GPU acceleration
Why it's wrong here
Rarely a primary consideration for security SaaS.
- ✓
Data quality and labeling
Why this is correct
Garbage in, garbage out.
About these practice questions
This SDSI question is part of Courseiva's 298-question bank — original exam-style content with full explanations and wrong-answer analysis, never real exam questions or exam dumps. Learn why practice questions differ from exam dumps →
JA
Written and reviewed by Johnson Ajibi, MSc IT Security
Senior Network & Security Engineer · founder of Courseiva
Last reviewed August 2026 · checked against the official Cisco exam blueprint
This SDSI practice question is part of Courseiva's free Cisco certification practice question bank. Courseiva provides original exam-style practice questions with explanations, topic-based practice, mock exams, readiness tracking, and study analytics to help learners prepare for the SDSI exam.