Deal of The Day! Hurry Up, Grab the Special Discount - Save 25% - Ends In 00:00:00 Coupon code: SAVE25
Welcome to Pass4Success

- Free Preparation Discussions

Salesforce Certified B2C Solution Architect (Arch-302) Exam - Topic 1 Question 100 Discussion

Posted by Geoffrey on Mar 03, 2026 at 05:08 PM

A telecommunications company is implementing Service Cloud and Experience Cloud with a goal to have a single view of their customers. Current system limitations have resulted in many duplicate and incomplete customer records with inadequate data quality in the millions of records. They want this issue remediated when migrating the data to Service Cloud and Experience Cloud.

Which two activities and tools should a Solution Architect recommend to address these concerns when planning the data migration activity and assure it is completed in a timely manner?

Choose 2 answers

Suggested Answer: B, C

B) An ETL (Extract, Transform, Load) tool is a software that can help extract data from multiple sources, transform it according to business rules, and load it into a target destination, such as Salesforce. An ETL tool can also help run data cleansing tools, such as deduplication, validation, standardization, and enrichment, to obtain a clean data set before migrating it to Salesforce. C. Iteratively testing smaller loads against a developer or partial copy sandbox and the full load against a full copy sandbox can help ensure the data migration is successful and error-free. A developer or partial copy sandbox can be used for testing the data quality, mapping, and transformation rules, while a full copy sandbox can be used for testing the performance, scalability, and integrity of the data migration. Reference: https://trailhead.salesforce.com/en/content/learn/modules/data-management-basics/data-management-basics-migrate https://help.salesforce.com/s/articleView?id=sf.data_sandbox_create.htm&type=5


Get Premium Salesforce Certified B2C Solution Architect (Arch-302) Questions as Interactive Web-Based Practice Test or PDF Real Exam Format Detailed Explanations Instant Access Get Your Practice Test
31 comments · newest first
VI
Virgie 23 days ago
D seems risky. I prefer C for safer testing with less impact.
ST
Stephen 28 days ago
I’m leaning towards C. Testing smaller loads helps catch issues early.
QU
Quinn 1 month ago
Agreed, but B is crucial too. Cleansing data before migration is a must.
MA
Ma 1 month ago
I think A is essential. Duplicate records can really mess things up.
CA
Carlene 1 month ago
I prefer D. It’s safer to test in a partial copy first.
JE
Jeffrey 2 months ago
C makes sense too. Testing smaller loads helps avoid issues.
JE
Jenifer 2 months ago
Agreed, but B is also crucial. We need clean data first.
MA
Matt 2 months ago
I think A is essential. Duplicate management is key.
RI
Rikki 2 months ago
I prefer D. It’s safer to test in a partial copy first.
RE
Refugia 2 months ago
C makes sense too. Testing smaller loads helps avoid issues.
BR
Brent 2 months ago
Agreed, but B is also crucial. We need clean data first.
FE
Fernanda 3 months ago
I think A is essential. Duplicate management is key.
MA
Marion 3 months ago
Totally agree with A and B, those are solid choices!
KA
Kattie 3 months ago
Wait, can we really fix millions of records in time?
AN
Annabelle 3 months ago
C sounds good, but I’m not sure about the full load testing.
EL
Elouise 3 months ago
B) Definitely need that ETL tool for data cleansing.
CE
Cecilia 4 months ago
A) Q Duplicate Management is a must for this!
MA
Mary 4 months ago
Wow, I didn’t realize the data quality issues were that severe!
ED
Edna 4 months ago
D? I don’t think that’s the best way to go about it.
CA
Casie 5 months ago
C seems like a solid approach, but is it really necessary to test smaller loads?
SH
Shantay 6 months ago
B) Totally agree, ETL tools are essential for proper data cleansing.
TY
Tyisha 6 months ago
A) Q Duplicate Management is a must for cleaning up duplicates!
PR
Princess 6 months ago
Totally agree with A) and B), they’re essential for this!
DO
Dottie 6 months ago
Wait, can we really trust the data after all that?
MA
Mari 6 months ago
I think C) is the best approach for testing loads.
WI
Willis 6 months ago
B) makes sense, staging databases are super helpful.
SA
Sarina 7 months ago
A) is definitely a must for cleaning up duplicates!
MO
Mohammad 7 months ago
I think we might have gone over the importance of testing smaller loads, but I’m confused about whether it should be against a developer or partial copy sandbox.
MI
Mira 7 months ago
I feel like Q Duplicate Management is definitely a tool we should consider, especially since we talked about managing duplicates in our last review.
EL
Elvis 7 months ago
I'm not entirely sure about the sandbox options. I think we practiced with developer sandboxes, but I can't recall if we used partial copy ones for full loads.
KA
Kattie 7 months ago
I remember we discussed using ETL tools for data cleansing in one of our practice sessions. It seems like a solid approach for ensuring data quality.
0/2000 characters

Save Cancel