AAIA AI Auditing Tools And Techniques Practice Question
Which tool provides visual confirmation of data lineage in an end-to-end AI project?
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
✓
Apache Airflow
Apache Airflow provides DAG (Directed Acyclic Graph) visualization, which auditors use to map data flow and lineage.
Answer analysis
Option-by-option breakdown
For each option: why learners choose it and why it is or isn't the right answer here.
- ✓
Apache Airflow
Why this is correct
The DAG view shows the sequence and dependencies of data processing.
- ✗
Docker
Why it's wrong here
Docker is for containerization.
- ✗
Jenkins
Why it's wrong here
Jenkins is for CI/CD, not lineage visualization.
- ✗
Kubernetes
Why it's wrong here
Kubernetes manages orchestration but lacks innate lineage visualization.
About these practice questions
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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 ISACA exam blueprint
This AAIA practice question is part of Courseiva's free ISACA 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 AAIA exam.