The correct answer is to increase maxFailedItems to a higher value, such as 100. This configuration directly controls Azure AI Search indexer failure tolerance: when the indexer encounters documents with errors, it tracks the cumulative count of failed items, and once that count exceeds the maxFailedItems threshold, the entire indexing job stops. In the given scenario, the indexer fails after processing 6 documents with errors because the default or configured maxFailedItems is set to 5, meaning the fifth failure triggers a halt. On the Microsoft Azure AI Engineer Associate AI-102 exam, this concept tests your understanding of indexer resilience and error handling, often appearing in scenario-based questions where you must distinguish between tuning failure thresholds versus adjusting batch size or scheduling. A common trap is confusing maxFailedItems with batch size—increasing batch size can actually introduce more failures per batch, while decreasing it may reduce errors but does not raise the failure tolerance ceiling. Memory tip: think of maxFailedItems as a “patience counter”—the indexer will keep working until it runs out of patience, so raise the number to let it push through minor errors.
AI-102 Practice Question: Implement knowledge mining and information extraction solutions
This AI-102 practice question tests your understanding of implement knowledge mining and information extraction solutions. The scenario asks you to isolate a root cause — eliminate options that address a different problem before choosing. After answering, compare your reasoning against the explanation and wrong-answer breakdown below. Once you have made your selection, read the full explanation to reinforce the concept and understand why each distractor is designed to mislead on exam day.
Refer to the exhibit. You have this Azure AI Search indexer configuration. The indexer is failing after processing 6 documents that contain errors. What should you do to ensure the indexer continues processing even if some documents fail?
Answer the question above first, then reveal the full breakdown to understand why each option is right or wrong.
Correct answer & explanation
✓
Increase maxFailedItems to a higher value, such as 100
Option B is correct. The current configuration has maxFailedItems=5, meaning the indexer stops after 5 failures. Increasing maxFailedItems to a higher value (e.g., 100) allows the indexer to continue. Option A is wrong because decreasing batch size may reduce failures but does not increase the failure tolerance. Option C is wrong because removing the schedule does not affect failure handling. Option D is wrong because increasing batch size may increase failures.
Key principle: Answer the scenario, not the keyword: identify the specific constraint before choosing the most familiar-sounding option.
Answer analysis
Option-by-option breakdown
For each option: why learners choose it and why it is or isn't the right answer here.
✗
Decrease the batch size to 5
Why it's wrong here
Smaller batch size may not prevent failures.
✗
Increase batch size to 20
Why it's wrong here
Larger batch size may increase failures.
✓
Increase maxFailedItems to a higher value, such as 100
Why this is correct
Increasing maxFailedItems allows more failures before stopping.
Related concept
Read the scenario before looking for a memorised answer.
✗
Remove the schedule to run the indexer on demand
Why it's wrong here
Running on demand does not change failure tolerance.
Common exam traps
Common exam trap: answer the scenario, not the keyword
Many certification questions include familiar terms but test a specific constraint. Read the exact wording before choosing an answer that is generally true but wrong for this case.
Detailed technical explanation
How to think about this question
This question should be treated as a scenario, not a definition check. Identify the problem, the constraint and the best action. Then compare each option against those facts.
KKey Concepts to Remember
Read the scenario before looking for a memorised answer.
Find the constraint that changes the correct option.
Eliminate answers that are true in general but not in this case.
Use explanations to understand the rule behind the answer.
TExam Day Tips
→Underline the problem statement mentally.
→Watch for words such as best, first, most likely and least administrative effort.
→Review why wrong options are wrong, not only why the correct option is correct.
Key takeaway
Answer the scenario, not the keyword: identify the specific constraint before choosing the most familiar-sounding option.
Real-world example
How this comes up in practice
A cloud solutions architect for a retail company is evaluating services for a new workload. The correct answer here reflects best practice for the specific scenario described — not a general cloud recommendation. Answer the scenario, not the keyword: identify the specific constraint before choosing the most familiar-sounding option. Cloud exam questions reward reading the constraint carefully: the same technology can be right or wrong depending on the use case.
What to study next
Got this wrong? Here's your next step.
Identify which AI-102 exam domain this question belongs to, then review the specific concept being tested. Practise related questions in that domain and focus on understanding why each wrong answer is tempting — not just why the correct answer is right.
Implement knowledge mining and information extraction solutions — This question tests Implement knowledge mining and information extraction solutions — Read the scenario before looking for a memorised answer..
What is the correct answer to this question?
The correct answer is: Increase maxFailedItems to a higher value, such as 100 — Option B is correct. The current configuration has maxFailedItems=5, meaning the indexer stops after 5 failures. Increasing maxFailedItems to a higher value (e.g., 100) allows the indexer to continue. Option A is wrong because decreasing batch size may reduce failures but does not increase the failure tolerance. Option C is wrong because removing the schedule does not affect failure handling. Option D is wrong because increasing batch size may increase failures.
What should I do if I get this AI-102 question wrong?
Identify which AI-102 exam domain this question belongs to, then review the specific concept being tested. Practise related questions in that domain and focus on understanding why each wrong answer is tempting — not just why the correct answer is right.
What is the key concept behind this question?
Read the scenario before looking for a memorised answer.
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Question Discussion
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