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Salesforce Data-Con-101 Exam - Topic 2 Question 16 Discussion

Posted by Crista on Sep 27, 2026 at 11:25 AM

A Data 360 Consultant is configuring a zero- copy architecture where an external Snowflake instance needs to access Data 360 data without the latency of traditional extract, transform, load (ETL) processes. Which capability should the consultant use to expose Data 360 objects to the external Snowflake environment?

Suggested Answer: B

The architecture principle is to avoid unnecessary data movement when the external platform can be queried or shared securely. Data 360 Data Shares aligns with the zero-copy model because Data 360 can expose or query governed data without building another extract pipeline. That is important when teams want freshness, reduced duplication, and lower operational burden while still respecting permissions and platform boundaries. The distractors fall short because they either move the problem into the wrong system, add needless duplication, ignore Data 360 object relationships, or rely on a feature built for a different lifecycle stage. In a real implementation, those choices usually create brittle pipelines, stale data, security exposure, or segments that look correct on paper but fail when activated. Thinking like an architect, the selected option places the logic where Data 360 can govern it and reuse it reliably. This is the nuance exam questions often test: the platform capability must match both the technical layer and the business timing requirement, not just sound related to data.


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6 comments · newest first
RE
Reena 10 hours ago
I disagree, I think A) Webhook Subscriptions could work too.
TH
Thaddeus 6 days ago
I'm pretty sure it's B) Data 360 Data Shares.
SH
Sherita 11 days ago
I don't recall much about S3 Direct Ingress in this context. It seems more related to storage than direct access for Snowflake.
ME
Melvin 16 days ago
I’m a bit confused between Data Shares and Webhook Subscriptions. I feel like both could potentially work, but I’m leaning towards Data Shares.
NA
Naomi 21 days ago
I remember practicing a similar question about data access methods, and I think Data Shares were mentioned as a way to avoid ETL latency.
AL
Alethea 26 days ago
I think the answer might be B) Data 360 Data Shares, but I'm not entirely sure how they work with Snowflake.
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