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Glossary
What is Warehouse-Native AI Analytics?
Warehouse-native AI analytics describes products that push compute into the customer's cloud data warehouse — Snowflake, Databricks, BigQuery, Redshift — rather than copying data out. For enterprise buyers this is often a procurement requirement, not a preference.
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Why it matters
Security and governance — sensitive data does not leave the warehouse perimeter.
Cost — no duplicated storage, no data movement egress.
Performance — queries run where the data lives.
Procurement — many enterprise security reviews require it as a baseline.