The answer is a picklist value mismatch, meaning the value being mapped does not exist in the target picklist field. This is the most likely cause of the pipeline failure because the error message explicitly states “value not found in picklist values” for the CustomLeadField__c field, which directly confirms that the source record contains a picklist option that is not present in the destination field’s allowed values. On the Salesforce AI Associate exam, this scenario tests your ability to interpret error logs during data integration or AI model training pipelines, where picklist mismatches are a common trap—learners often confuse this with permission issues or data type errors, but those would produce distinctly different messages like “insufficient access” or “conversion error.” A helpful memory tip: if you see “value not found in picklist values,” think “missing menu option”—the target field simply doesn’t have that choice on its list.
AI Associate Data for AI Practice Question
This AI Associate practice question tests your understanding of data for ai. Examine the command output carefully: the correct answer depends on what the output actually shows, not on general recall alone. 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
Pipeline: MyPipeline
Status: FAILED
Error: RecordsProcessed: 5000, Errors: 120
LastError: FIELD_INTEGRITY_EXCEPTION: CustomLeadField__c: value not found in picklist values
Refer to the exhibit. What is the most likely cause of the pipeline failure?
Clue words in this question
Noticing these words before you look at the options changes how you read each choice.
Clue: "most likely"
Why it matters: Probability qualifier — the question wants the most probable cause or outcome, not a guaranteed one. Eliminate low-probability options.
Pipeline: MyPipeline
Status: FAILED
Error: RecordsProcessed: 5000, Errors: 120
LastError: FIELD_INTEGRITY_EXCEPTION: CustomLeadField__c: value not found in picklist values
A
Data type mismatch between source and target
Why wrong: Type mismatch errors mention conversion or format issues, not picklist values.
B
Insufficient permissions to access the field
Why wrong: Permission errors typically show as 'insufficient access' or 'object not visible'.
C
Connection timeout during data transfer
Why wrong: Timeout errors would show 'read timed out' or 'connection reset'.
D
Picklist value does not exist in the target picklist field
The error clearly states the value is not found in the picklist values.
Answer the question above first, then reveal the full breakdown to understand why each option is right or wrong.
Correct answer & explanation
✓
Picklist value does not exist in the target picklist field
Option C is correct because the error explicitly states "value not found in picklist values" for CustomLeadField__c. This indicates a picklist value mismatch. Insufficient permissions (A) would generate a different error; data type mismatch (B) would show conversion error; connection timeout (D) would show timeout.
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.
✗
Data type mismatch between source and target
Why it's wrong here
Type mismatch errors mention conversion or format issues, not picklist values.
✗
Insufficient permissions to access the field
Why it's wrong here
Permission errors typically show as 'insufficient access' or 'object not visible'.
✗
Connection timeout during data transfer
Why it's wrong here
Timeout errors would show 'read timed out' or 'connection reset'.
✓
Picklist value does not exist in the target picklist field
Why this is correct
The error clearly states the value is not found in the picklist values.
Clue confirmation
The clue word "most likely" in the question point toward this answer.
Related concept
Read the scenario before looking for a memorised answer.
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.
Trap categories for this question
Command / output trap
Permission errors typically show as 'insufficient access' or 'object not visible'.
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 practitioner preparing for the AI Associate exam encounters this exact type of scenario on the job. The correct answer here is not the most general option — it is the best answer for the specific constraint described. Answer the scenario, not the keyword: identify the specific constraint before choosing the most familiar-sounding option. Real exam questions reward reading the full scenario before eliminating options, because the constraint defines which answer fits.
What to study next
Got this wrong? Here's your next step.
Identify which AI Associate 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.
Data for AI — This question tests Data for AI — Read the scenario before looking for a memorised answer..
What is the correct answer to this question?
The correct answer is: Picklist value does not exist in the target picklist field — Option C is correct because the error explicitly states "value not found in picklist values" for CustomLeadField__c. This indicates a picklist value mismatch. Insufficient permissions (A) would generate a different error; data type mismatch (B) would show conversion error; connection timeout (D) would show timeout.
What should I do if I get this AI Associate question wrong?
Identify which AI Associate 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.
Are there clue words in this question I should notice?
Yes — watch for: "most likely". Probability qualifier — the question wants the most probable cause or outcome, not a guaranteed one. Eliminate low-probability options.
What is the key concept behind this question?
Read the scenario before looking for a memorised answer.
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