Data transformation articles
Let’s say, you run a background screening platform.
You pull data from courts, registries, vendors, and public sources. Some day, you discover that one person shows up three times in your system:
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A 2024 peer-reviewed study in Criminology found that about 60% of people had at least one false positive in their reports, and nearly 90% had at least one false negative. So they’re systemic issues you have to design around.
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Turning PDF into text is tricky.
Sometimes, the text isn’t even text—it’s embedded in images.
Other times, the formatting turns into a mess as you try to process it.
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According to a Deloitte survey, 64% of businesses rely on internal systems and resources for their data. Only 18% explore unstructured data from the web
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Businesses are surrounded by more data than ever before.
But here is the thing.
Some data sits comfortably in internal systems—CRMs, ERPs, and databases.
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