Question 168 of 1,000
PMLE Architecting Low-Code ML Solutions Practice Question
This PMLE practice question tests your understanding of architecting low-code ml solutions. Read the scenario carefully and evaluate each option against the stated constraints before committing to an answer. 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.
An organisation wants to use Document AI to process contracts but requires human review for high-risk clauses. Which feature should they enable?
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
✓
Human-in-the-Loop (HITL)
Human-in-the-Loop (HITL) is the correct feature because it allows Document AI to automatically process contracts while routing high-risk clauses to human reviewers for validation. This balances automation efficiency with the need for expert oversight on sensitive content, which is a core requirement for compliance-driven document processing.
Key principle: Answer the scenario, not the keyword: identify the specific constraint before choosing the most familiar-sounding option.
Common exam traps
Common exam trap: answer the scenario, not the keyword
The trap here is that candidates confuse HITL with AutoML Training, thinking that training a model with human-labeled data is the same as having a human review live predictions, but HITL is a runtime workflow, not a training process.
Detailed technical explanation
How to think about this question
Under the hood, Document AI's HITL feature uses a confidence threshold and rule-based triggers to identify high-risk clauses (e.g., indemnification or termination terms) and sends those specific document sections to a human review queue via the Human Review Agent API. The reviewer can then accept, reject, or edit the extracted data, and the feedback can be used to retrain the model, creating a continuous improvement loop. In a real-world scenario, a financial institution might use HITL to ensure that all clauses exceeding a $1M liability threshold are manually verified before contract execution.
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.
TExam Day Tips
- 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
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FAQ
Questions learners often ask
What does this PMLE question test?
Architecting Low-Code ML Solutions — This question tests Architecting Low-Code ML Solutions — Read the scenario before looking for a memorised answer..
What is the correct answer to this question?
The correct answer is: Human-in-the-Loop (HITL) — Human-in-the-Loop (HITL) is the correct feature because it allows Document AI to automatically process contracts while routing high-risk clauses to human reviewers for validation. This balances automation efficiency with the need for expert oversight on sensitive content, which is a core requirement for compliance-driven document processing.
What should I do if I get this PMLE question wrong?
Identify which exam domain this question belongs to, review the core concept, then practise similar questions from the same domain.
What is the key concept behind this question?
Read the scenario before looking for a memorised answer.
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Last reviewed: Jul 4, 2026
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