PeopleCert AIOps-Foundation Practice Exam Questions & Answers
5 Free Questions
· Last reviewed: September 7, 2026
· Prepared & Reviewed by the ValidExamDumps Editorial Team
Exam Facts
PeopleCert AIOps-Foundation Exam Details
Key details for this exam, checked against the published exam outline
40
Practice Questions (Our Bank)
60 minutes
Exam Duration
65%
Passing Score
USD 225
Exam Fee
- Exam Code
- AIOps-Foundation
- Full Name
- DevOps Institute AIOps Foundation V1.0
- Issuing Body
- PeopleCert
- Question Format (Our Bank)
- Multiple Choice
- Delivery
- Online proctored
- Validity
- 3 years
Practice Questions
Free AIOps-Foundation Practice Questions
Each question shows the correct answer and an explanation of why it is right
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Every question and its answer is checked by our AIOps-Foundation exam
preparation team, who also write the explanation shown with each one.
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What is the meaning of Digital Transformation?
Correct Answer:
B
Explanation
Anomaly detection is a key AIOps use case that automatically identifies unusual patterns or deviations in system behavior and performance. When your systems suddenly behave differently than normal, an anomaly detection system spots these changes without requiring a human to manually watch for them. This belongs in the use cases domain because it represents a practical application of AIOps technology to solve real operational problems.
Which is the MOST pressing reason IT professionals look to become effective in operating systems?
Correct Answer:
C
How should the initial AlOps scope be defined?
Correct Answer:
B
What can one use to track system status if applying SRE principles?
Correct Answer:
B
Which are indicators of potential value to AlOps implementation?
Correct Answer:
D
Explanation
Alert noise reduction addresses the real problem of being overwhelmed by too many alerts. An AIOps system filters, groups, and prioritizes alerts so operators see only the notifications that matter most. This prevents alert fatigue where critical issues get lost among hundreds of low-priority warnings. The system essentially learns which alerts are relevant and surfaces only those to your team.
Domain 1: AIOps Fundamentals
Discover how AIOps has evolved through the years, the difference between AIOps and IT Operations Analytics, and the current stages of an AIOps system. Understand the origins of AIOps and the technology context in which it developed.
Domain 2: AIOps in the Organisation
Learn how AIOps can be integrated into organizational frameworks, and its impact on DevOps, site reliability, security, and system complexity. See how AIOps transforms operational efficiency across different business contexts.
Domain 3: Core Technologies: Big Data
Gain an introduction to Big Data, covering what Big Data is, the Five Vs, its key characteristics, AIOps data sources and types, and diverse data. Understand the data foundations that power AIOps systems.
Sample questions from this domain above:
Q2Q3
Domain 4: Core Technologies: Machine Learning (ML)
Explore AI and Machine Learning in AIOps, supervised vs. unsupervised learning, ML vs. analytics, training models, and future prospects. Learn how ML algorithms apply to IT operations and the relationship between AIOps and MLOps.
Domain 5: AIOps and Operations Metrics
Leverage industry-standard metrics to quantify the outcomes of implementing AIOps. Understand how to measure and demonstrate the value of AIOps initiatives.
Sample question from this domain above:
Q4
Domain 6: AIOps Use Cases and Organisational Mindset
Understand the challenges and opportunities of applying AIOps in the organization. Explore real-world scenarios and the cultural factors that support successful AIOps adoption.
Sample questions from this domain above:
Q1Q5
Domain 7: Evaluating AIOps Impact
Measure the effectiveness of AIOps deployment and its potential benefits. Assess how AIOps delivers value in your specific operational environment.
Domain 8: Implementing AIOps
Discover the challenges, trends, and ethical considerations organizations may face while deploying an AIOps initiative. Navigate the practical steps and considerations for rolling out AIOps in your organization.
FAQ
AIOps-Foundation Exam FAQ
Common questions about the exam itself
What background do I need before attempting the AIOps Foundation exam?
The exam is designed as a foundation level certification, so you do not need hands-on AIOps platform experience to pass. However, the DevOps Institute recommends having a background in IT operations, DevOps practices, or system administration to understand the concepts in context.
How long should I spend preparing for the AIOps Foundation exam?
Most candidates spend 40 to 80 hours preparing, though this varies based on your existing knowledge of DevOps, machine learning, and IT operations. The official training materials are designed to guide your study, and practice exams help you gauge your readiness.
Is the AIOps Foundation exam harder than DevOps Foundation?
AIOps Foundation and DevOps Foundation are distinct exams covering different domains. AIOps Foundation focuses on artificial intelligence and machine learning in operations, while DevOps Foundation covers DevOps principles and practices. AIOps Foundation requires understanding of big data and ML concepts, which some find more abstract than DevOps practices.
What happens on exam day for the online proctored AIOps Foundation exam?
You take the exam through PeopleCert's online proctoring system on your own device. You must verify your identity, ensure your environment meets proctoring requirements, and use only approved materials. The exam is open-book, allowing you to reference official training materials on a second device or in printed form.
What is the passing score for AIOps Foundation and how is it calculated?
The passing score is 65 percent, which equals 26 out of 40 multiple-choice questions answered correctly. There is no partial credit, so each question is worth the same value toward your final score.
How long is the AIOps Foundation certification valid?
Your AIOps Foundation certificate is valid for 3 years from the date you pass the exam. After 3 years, you can renew by joining PeopleCert Plus to earn Continuous Professional Development points or by obtaining another DevOps Institute certification.
Can I retake the AIOps Foundation exam if I fail on my first attempt?
Yes, you can retake the exam. Rescheduling up to 48 hours before the exam start time is free. If you reschedule within 48 hours of the exam, a rescheduling fee applies. You must wait before retaking to give yourself time to study and improve your knowledge.
What is the relationship between AIOps Foundation and other DevOps Institute certifications?
AIOps Foundation is a foundation level certification that stands alone but can be a stepping stone to more advanced certifications. The DevOps Institute offers related certifications in DevOps practices, Site Reliability Engineering, and other specializations. Earning any other DevOps Institute certification within your 3-year window automatically renews your AIOps Foundation certification.
Which objective area of AIOps Foundation do candidates typically find most challenging?
Machine Learning and Big Data concepts tend to be the most challenging for candidates without a data science or analytics background. These topics are abstract and require understanding both theory and practical application. Spending extra study time on supervised vs. unsupervised learning, data types, and ML model training helps build confidence in this area.
Does AIOps Foundation require hands-on experience with AIOps tools like Splunk or Datadog?
No, the exam does not require hands-on platform experience. It tests theoretical and conceptual knowledge rather than tool-specific skills. However, familiarity with IT operations monitoring and analytics tools can help you understand the context of how AIOps concepts apply in practice.
