Dec 30, 2025 — 12 min — Platform & AI
Vertex AI Feature Store Is the Production Loop
A production-focused Vertex AI post on turning raw data, BigQuery features, online feature serving, model endpoints, monitoring, and retraining into one governed ML loop instead of another platform checklist.
Outcome: Defined a concrete Vertex AI feature-serving loop with source contracts, BigQuery feature views, point-in-time training exports, endpoint serving rules, monitoring thresholds, and retraining triggers.