Assessing

High Confidence in your Data Demands High Quality Data

Last updated: April 2026 Garbage in, garbage out. That principle has not changed since the earliest days of computing, and it applies just as directly to your website data today as it ever did to enterprise databases. High confidence in your data is not a passive outcome. It is something you build deliberately, through quality […]

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Making Smarter Digital Marketing Decisions

Last updated: April 2026 Good decisions are not about confidence. They are about calibration. Nobel laureate Daniel Kahneman spent decades studying how experts make decisions, and his conclusion was humbling: even experienced professionals are overconfident and inconsistent. They rely on pattern recognition and intuition when the situation calls for data and structure. As we explored

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Trust Your Numbers but First Make Sure They Are Worth Trusting

Always trust your numbers. Never trust your gut. … Daniel Kahneman, Nobel Laureate in Economics Last updated: April 2026 Nobel laureate Daniel Kahneman told us that experts tend to be overconfident and make predictions without enough information. They are also inconsistent decision-makers. His prescription: trust your numbers over your instincts. Good advice. But there is

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The Disproportion of Theory to Knowledge

A Disproportion of Theory to Knowledge Means Speculation and Guessing Thinking of the missing Malaysian Airlines flight MH370, it certainly is true. Much speculation but few facts.  I waited more than two weeks to make this post, first hoping that there would be a happy conclusion to the disappearance, and then hoping simply for some

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Causes of Poor Data Quality – Business and IT Perspectives

Did Business and IT Executives see the causes of poor data quality the same way? Our survey investigating the causes of poor data quality leading to negative business outcomes has been in flight for four weeks now. You can read about our first survey insights here, and the survey launch here. I’m running this survey

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Customer-Related Data Quality Issues Cause Pain

Customer-Related Data Quality Pain in Early Survey Results We have an early yet strong indication of customer-related data quality issues across the full size range of organizations responding to our Poor Data Quality Survey. While there are many other areas of inquiry within our survey, I’ve selected customer data quality for this review because of its

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