The Analytics Power Hour

#270: AI and the Analyst. We've Got It All Figured Out.

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Apr 29, 2025
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INSIGHT

Need for Context in AI Usage

  • AI is more effective when trained with domain-specific business context and expert knowledge.
  • Without proper training and context, AI tools often produce inaccurate or irrelevant outputs for complex data questions.
ANECDOTE

AI Builds Dashboard Example

  • Claude AI built a Looker dashboard using uploaded LookML, data warehouse logic, and sample data in 15 minutes.
  • Although edits were needed, this shows AI's potential to speed up dashboard creation when given quality input.
INSIGHT

Why AI Excels At Coding

  • AI coding tools excel because code is well-structured and centralized.
  • This focus explains why AI is better at coding tasks compared to answering complex, contextual business questions.
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