QuestionQ106

Snowflake AI Data Cloud Features & Architecture

A company keeps customer and plan information in tables. The business team wants to ask natural-language questions such as "Which plan has the most customers leaving this month?" and receive immediate answers without writing any SQL.

Which Snowflake Cortex feature should be used?

Explanation

Cortex Analyst is the Snowflake Cortex feature built to let business users interact with structured data using natural language. It translates plain-language questions into SQL queries against tables (via a semantic model) and returns the results automatically, requiring no manual SQL writing — which fits the need to answer questions like customer churn by plan directly from structured customer and plan tables. Cortex Search instead provides semantic/hybrid search over unstructured text data, AI_PARSE_DOCUMENT extracts text/structure from documents such as PDFs, and Cortex Fine-tuning is used to customize large language models, none of which address ad hoc natural-language querying of structured tables.

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