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BlackRock aims to transform data quality checks with AI

Engineers at the firm are experimenting with harnessing the power of AI to improve data quality, and early results are promising.

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Having spent more than a decade working in various AI roles for Amazon Web Services and Google, Dan Romuald Mbanga is well acquainted with the old adage, “Bad data in, bad data out.” It’s a tired phrase—at least for an engineer with a degree in physics—but bad data is everywhere, and good data is getting harder to find.

“Generative AI and the introduction of human users that are not necessarily that technical”—think: vibe coders—“along with non-human users”—think: agents and bots—“increases the

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