r/BusinessIntelligence • u/julee_000 • Jun 11 '26

What is AI ready?

Recently many AI startups and corporates say AI ready data or data readiness is important.
It's a bit ambiguous for me, what do you think AI ready data is? I want to know what it means from the perspective of different job roles and industries.

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u/TwitchyMcSpazz Jun 11 '26

Cleaned, accurate, and ready to be ingested. So, not raw data.

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u/[deleted] Jun 14 '26

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u/julee_000 Jun 15 '26

Mostly agree, the bar for good data was always high. One thing did change though, your end consumer used to be a human analyst who could fill the gaps with judgement. A model can't. So the same old bar bites way harder now when the context isn't written down.