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Data Debt

Data Debt Data Products

Data Products: Your Data Debt Multi-Tool

I’ve covered Data Product implementation requirements at length in several past articles. You need Information, Infrastructure, and Process. Without any portion of any of those you don’t have a Data Product. No metadata? Not a Data Product. No lifecycle management? Not a Data Product. And so on.  Data Product development Read more

By Mark, 11 monthsApril 9, 2025 ago
Sky With Stars Illustration
Architecture Data Debt Project Management

Look Before You Leap – Analytical Data Consolidation Edition

What’s not to love about a good enterprise analytical data consolidation project? You can just see the PowerPoint slide, can’t you? On the left, boxes like stars in a clear night sky, each representing some number of analytical repositories or data sources. On the right, one nice big box. Neat, Read more

By Mark, 1 yearOctober 23, 2024 ago
Data Culture Data Debt Data Products Data Quality Data Trust Leadership

Stop Accruing Data Debt

I hate paying more than I have to for something. And I really hate paying interest, whether it’s on a credit card … or a loan … or Data Debt.  Data Debt is the accumulation of unresolved data-related issues and unfinished information management activities. Think shortcuts taken in the interest Read more

By Mark, 1 yearSeptember 18, 2024 ago

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