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When Everyone Can Analyze Data, Who Owns the Answer?

Jessica Lachs · 20 Aug 2026

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Every claim below was made in this piece, quoted word for word and numbered in the order the piece makes them, so you can read it there rather than take our word for it. The sentence above each quote is our reading of the claim, not their wording. Each quote was checked against a stored copy of the page at build time; where the two differ, the quote is the fact.

  1. The higher the consequence of the decision, the higher the bar for analytical expertise and rigor.
  2. AI makes that especially important because it can make weak analysis look polished and authoritative.
  3. Self-service analysis must distribute capability and accountability together. “AI got it wrong” cannot become a substitute for human ownership.
  4. There is an obvious but wrong response to these risks: require Analytics to review or troubleshoot everything produced elsewhere.

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