DataOps | Lightup Data

Myth-Busting Straight Talk About Data Quality Monitoring and Data Observability

What is Data Observability vs. Data Quality Monitoring? What are they used for?Are they interchangeable? Do they overlap? Whether posed by customers, investors, or reporters, these questions inevitably come up. Blurred messaging. Inflated positioning. Broad claims. Overstated capabilities. No wonder there’s market confusion over the differences between Data Observability and Data Quality Monitoring. Is […]

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Data Quality Coverage and Readiness Part 2

All Posts / Manu Bansal

Image by Juliana Castro , CC BY-SA 4.0, via Wikimedia Commons In the first part of this series, we took a look at the different factors that impact your data quality and symptoms of “bad data”. We also learned that the actual percentages of all data an organization collects that is considered business-critical are actually

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Data Quality Coverage and Readiness Part 1

All Posts / Manu Bansal

Photo by Mike Cohen on Flickr For growth-minded organizations, the ability to effectively respond to market conditions, competitive pressures, and customer expectations is dependent on one key asset — Data. But having just massive troves of data isn’t enough. The key to being truly data-driven is having access to accurate, complete, and reliable data. In

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