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LLMs in Analytics Workflow

Easy
Generative AI & LLMsAsked 1 times

Problem

Scenario

You use LLMs as part of your day-to-day analytics work, for example to speed up SQL drafting, summarize findings, or turn messy business questions into structured analysis plans. The value is real, but so are the risks when the model sounds confident and is wrong.

Question

How do you currently use LLMs in your analytics workflow, and how do you make that usage reliable enough for real analysis work?

What this tests

  • Prompt design for analytics tasks
  • LLM evaluation in real workflows
  • Hallucination control
  • Structured extraction and schema-aware outputs
Practicing as: AI Engineer interview at PwC

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