Vertex AI Feature Store Agent Platform Feature Store
Legacy names Vertex AI Feature Store, Vertex Feature Store
Managed BigQuery-backed ML feature repository and low-latency online serving store.
Naming timeline
- Vertex AI Feature Store
Launched in Preview on May 18, 2021 (as Vertex Feature Store) and reached GA on October 11, 2021; BigQuery-native Feature Store V2 architecture introduced on November 17, 2023 (legacy V1 deprecated Feb 17, 2026, shutdown Feb 17, 2027).
- Agent Platform Feature StoreCurrent name
Rebranded under Gemini Enterprise Agent Platform as Agent Platform Feature Store (also documented as 'Feature Store on Gemini Enterprise Agent Platform').
What is Vertex AI Feature Store called now?
Vertex AI Feature Store is now called Agent Platform Feature Store, with the latest change in October 2025 (Gemini Enterprise Launch (Release Notes Table Apr 22, 2026)). Earlier names covered by this entry also include Vertex Feature Store. Managed BigQuery-backed ML feature repository and low-latency online serving store. Only the customer-facing name changed; the underlying technical identifiers remain backward compatible.
Also known as
- Feature Store on Gemini Enterprise Agent Platform
Technical identifiers
Technical identifiers unchanged. Only the customer-facing product name changed; the APIs, CLI commands, IAM roles and Terraform resources below keep their legacy identifiers for backward compatibility.
| REST / gRPC APIs | aiplatform.googleapis.com |
|---|---|
| gcloud / CLI Commands | gcloud ai |
| IAM Predefined Roles | roles/aiplatform.* |
| Terraform Resources | google_vertex_ai_feature_online_store* google_vertex_ai_feature_group* google_vertex_ai_featurestore* |
Active V2 resources (featureGroups, featureOnlineStores, featureViews) run on aiplatform.googleapis.com; legacy V1 featurestores and Optimized online serving are deprecated as of February 17, 2026 (shutdown February 17, 2027).
Notes & disambiguation
- Vertex AI Feature Store (Legacy/V1) and Optimized online serving were deprecated on February 17, 2026 (shutdown February 17, 2027) in favor of the BigQuery-backed Feature Store V2 architecture (introduced November 17, 2023) using Feature Registry (featureGroups) and Bigtable online serving (featureOnlineStores).
Sources & official documentation
- Official documentation ↗
- Product page ↗
- About Feature Store on Gemini Enterprise Agent Platform — Google Cloud Documentation
- Gemini Enterprise Agent Platform Release Notes (April 22, 2026 Naming Changes Table)
- Vertex AI Deprecations (Feature Store Legacy V1 & Optimized Online Serving)
- Vertex AI Release Notes (May 18, 2021 Preview & Oct 11, 2021 GA)
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