Question 384 of 506

Data for AI →hardMultiple ChoiceObjective-mapped

Quick Answer

The correct answer is data governance for AI, as the primary purpose of a data governance policy for AI is to define rules around data access, field allowances, masking, and retention—all core components of controlling how data is used and protected in AI systems. This policy ensures that AI models operate on trustworthy, compliant, and secure data, directly addressing who can see what data and for how long, rather than focusing on integration, backup, or transformation. On the Salesforce AI Associate exam, this question tests your ability to distinguish governance from other data management processes; a common trap is confusing governance with data integration or transformation, which handle combining or reshaping data, not controlling its usage. Remember the mnemonic “GARMR” for Governance: Access, Retention, Masking, and Rules—if the policy sets boundaries on data, it’s governance, not a pipeline task.

AI Associate Data for AI Practice Question

This AI Associate practice question tests your understanding of data for ai. Match the stated requirement to the specific cloud service, access model, or configuration option — many options are valid in isolation but not for this scenario. 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.

Exhibit

Refer to the exhibit.

JSON policy:
{
  "dataAccess": {
    "allowedSources": ["Salesforce", "AWS S3"],
    "dataFields": ["Account.Name", "Contact.Email"],
    "dataMasking": {"SSN": "XXXXX"},
    "retentionDays": 90
  }
}

What is the primary purpose of this policy?

Clue words in this question

Noticing these words before you look at the options changes how you read each choice.

Clue: "primary"
Why it matters: Asks for the main purpose or function, not a secondary benefit. Eliminate answers that describe side-effects or partial functions.

Question 1hardmultiple choice

Full question →

Exhibit

Refer to the exhibit.

JSON policy:
{
  "dataAccess": {
    "allowedSources": ["Salesforce", "AWS S3"],
    "dataFields": ["Account.Name", "Contact.Email"],
    "dataMasking": {"SSN": "XXXXX"},
    "retentionDays": 90
  }
}

A
Data governance for AI
Policy controls access, masking, and retention.
B
Data integration
Why wrong: Integration is about combining data, not governance.
C
Data transformation
Why wrong: Transformation changes data format, not governance.
D
Data backup
Why wrong: Backup ensures data recovery, not governance.

Full breakdown with real-world context →

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

✓

Data governance for AI

Option C is correct because the policy defines data access rules, field allowances, masking, and retention, which are all components of data governance for AI. Option A is wrong because data integration focuses on combining data, not controlling access. Option B is wrong because data backup is about recovery. Option D is wrong because data transformation changes data format.

Key principle: Count usable hosts — not total addresses — and remember that the network and broadcast addresses are not available to hosts in standard IPv4 subnets.

Answer analysis

Option-by-option breakdown

For each option: why learners choose it and why it is or isn't the right answer here.

✓
Data governance for AI
Why this is correct
Policy controls access, masking, and retention.
Clue confirmation
The clue word "primary" in the question point toward this answer.
Related concept
CIDR notation defines the prefix length.
✗
Data integration
Why it's wrong here
Integration is about combining data, not governance.
✗
Data transformation
Why it's wrong here
Transformation changes data format, not governance.
✗
Data backup
Why it's wrong here
Backup ensures data recovery, not governance.

Common exam traps

Common exam trap: usable hosts are not the same as total addresses

Subnetting questions often tempt you into counting all addresses. In normal IPv4 subnets, the network and broadcast addresses are not usable host addresses.

Detailed technical explanation

How to think about this question

Subnetting questions test whether you can identify the network, broadcast address, usable range, mask and correct subnet. Slow down enough to calculate the block size correctly.

KKey Concepts to Remember

CIDR notation defines the prefix length.
Block size helps identify subnet boundaries.
Network and broadcast addresses are not usable hosts in normal IPv4 subnets.
The required host count determines the smallest suitable subnet.

TExam Day Tips

Write the block size before choosing the subnet.
Check whether the question asks for hosts, subnets or a specific address range.
Do not confuse /24, /25, /26 and /27 host counts.

Key takeaway

Count usable hosts — not total addresses — and remember that the network and broadcast addresses are not available to hosts in standard IPv4 subnets.

Real-world example

How this comes up in practice

A network engineer segments a warehouse floor into three subnets: 20 scanners, 5 printers, and 2 management hosts. Picking the wrong mask wastes addresses or leaves too few usable hosts. Exam questions test whether you can apply CIDR notation, calculate block size, and identify the correct usable-host range for a given prefix.

What to study next

Got this wrong? Here's your next step.

Review block sizes, usable host formulas (2^n − 2), and how to find network and broadcast addresses for /24 through /30. Then practise related AI Associate subnetting questions on CIDR, address ranges, and subnet selection.

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FAQ

Questions learners often ask

What does this AI Associate question test?

Data for AI — This question tests Data for AI — CIDR notation defines the prefix length..

What is the correct answer to this question?

The correct answer is: Data governance for AI — Option C is correct because the policy defines data access rules, field allowances, masking, and retention, which are all components of data governance for AI. Option A is wrong because data integration focuses on combining data, not controlling access. Option B is wrong because data backup is about recovery. Option D is wrong because data transformation changes data format.

What should I do if I get this AI Associate question wrong?

Are there clue words in this question I should notice?

Yes — watch for: "primary". Asks for the main purpose or function, not a secondary benefit. Eliminate answers that describe side-effects or partial functions.

What is the key concept behind this question?

CIDR notation defines the prefix length.

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Last reviewed: Jun 23, 2026

Question Discussion

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This AI Associate practice question is part of Courseiva's free Salesforce 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 AI Associate exam.