The Analyst Trying to Make Enterprise Data Actually Useful

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Ask most companies where their data lives and there is a long, uncomfortable pause. It's in the booking system, the finance tool, three spreadsheets, a warehouse nobody has logged into since 2023, and a vendor dashboard someone set up and left. The data exists, but reading it as one picture is the part that breaks.

This gap is where Uday Surendra Yandamuri does his work. He's a technology and operations analyst who builds decision-support systems for industries that run on operational data. His latest research, published through IEEE, makes a blunt argument: for most enterprises, the bottleneck was never how much data they had. It was that none of it talked to each other. The paper is available on the IEEE Xplore Digital Library.

The problem nobody wants to name

In a large operation, it is common to find teams making confident decisions off partial pictures. Not because they're...

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