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The Role of Data in AI Projects
As impressive as they are at language generation, reasoning, and translation [read People also ask] gen AI applications that have been built on public data can’t realize their full potential in the enterprise until they’re coupled with enterprise data stores.- Most organizations store massive amounts of data, both on-premises and in the cloud.
- Many of these businesses have data science practices that leverage structured
data for traditional analytics, such as forecasting.
- To maximize the value of gen AI, these companies need to open up to the vast
world of unstructured and semistructured data as well.
5. According to a February 2021 report from MIT titled “Tapping the Power of
Unstructured Data,” 80 to 90 percent of data is unstructured — locked away in text, audio, social media, and other sources.
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