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Data Observability Use Cases: Real-World Applications

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  What if a silent system glitch rewrote a semester’s worth of records and you didn’t know until students started complaining? Imagine this : The system that manages student grades quietly malfunctions and overwrites weeks of course records without any alerts. For days, no one notices until students begin flooding the office with worried calls about incorrect or missing grades. Suddenly, trust is broken, deadlines are missed, and the entire semester’s data integrity is in jeopardy. This is exactly  why data observability use cases  is crucial in education. It ensures continuous monitoring and early detection of issues before they escalate. Real Case Recap – How Datagaps and Collibra Transformed SIS Data Quality At one of the leading higher education institutions, the data governance team had a vision: every student record, from admissions to graduation, should be accurate, timely, and trusted. They already had Collibra in place for governance, defining robust data quality...