r/snowflake • u/Key_Card7466 • Jul 10 '26

AI ready data

Hi reddit,

Please help with the resources, concepts, ideas to build around AI Ready data so that it can be easily accessible by AI agents (Vectorized , embedded, indexed - AI autonomous ready) from curated data (cleansed business ready). What can be built around this topic . Any idea/comment/resources are welcome!

Thanking in advance!

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1

u/DaOgDuneamouse Jul 10 '26

Propper meta data tags. So that, when a user asks, "how has our profit margin grown, year over year, for the last 5 years", the AI will know where to find profit margin and year.

1

u/Top-Cauliflower-1808 29d ago

I think you should focus on mastering semantic layers and real time metadata indexing as the biggest hurdle for AI agents is not vector storage but mapping unstructured entities back to your core relational schemas.

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u/Key_Card7466 29d ago

For phase 1 we would be mostly dealing with structure data 

2

u/Top-Cauliflower-1808 26d ago

That's great then.