Data governance is the skill that separates data teams that get results from the ones that just generate reports nobody trusts. If you've ever been in a meeting where two people pulled "the same number" from two different reports and got different answers — that's a data governance problem. Here's the thing: companies are drowning in data right now. The average large enterprise manages over 10,000 data assets. But having data isn't the same as being able to use it. Without a clear system for who owns data, what it means, how accurate it is, and who's allowed to access it — you don't have a data strategy. You have a mess. A global delivery company fixed that mess and saved $500,000 per quarter — just by putting data quality monitoring in place early enough to catch bad data before it reached production models. They didn't hire more data scientists. They governed the data they already had. Key Takeaways Data governance is the framewo...
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