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Melanie Goodman's avatar

Do you think most teams underestimate the cultural side of data quality?

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Hodman Murad's avatar

Great question on an often overlooked point. I think most teams absolutely do. They focus on the technical implementation while the deeper challenge is getting everyone to adopt a shared standard of ownership. A tool can enforce rules, but it can't create a culture where everyone cares about data quality in the first place.

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John Brewton's avatar

The real test is how fast you can trust your data, not how fancy the checks look.

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Hodman Murad's avatar

If the checks don't directly lead to confidence, they might just be a form of performance art.

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