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July 7, 2025

Fundamentals First: Allison Connelly on Why Data Quality Is the True Foundation of AI

Before AI. Before automation. Before the dashboards light up.
If your data isn’t right, everything else is just noise.

Too often, data quality is treated like a side quest — something to clean up later. But as Allison Connelly, Director of Data Quality at Dun & Bradstreet, puts it: “You can’t automate trust.”

In the latest episode of The Secret Life of Data Podcast, we dig into why data quality is the real foundation of AI — and what happens when organizations skip the basics.

We talk about:

  • Why most data leaders still underestimate quality
  • How bad data quietly erodes decision-making
  • What makes B2B data especially fragile
  • Why data quality should never be an afterthought

Allison is sharp, clear, and deeply mission-driven — and her take on the human cost of bad data might just change how you think about your stack. to put humans back at the center of data strategy.

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