Oct 27, 2025 — 10 min — Platform & AI
In-Warehouse Inference on Snowflake and BigQuery
A practical runbook for scoring changed rows close to the data using Snowflake Streams and Tasks or BigQuery scheduled queries and remote models.
Outcome: Compared Snowflake and BigQuery patterns for scheduled in-warehouse inference, corrected CDC assumptions, and defined monitoring, grants, and deployment checks.