# Vertex AI Feature Store

> A metadata management layer for storing and serving machine learning features from BigQuery data sources

- **Canonical URI:** https://www.vioscale.ai/software/vertex-ai-feature-store
- **Category:** Feature Stores
- **Homepage:** https://cloud.google.com/vertex-ai/docs/featurestore
- **Also known as:** vertex-ai-feature-store
- **Profile claimed by vendor:** no
- **Last updated:** 2026-08-19T09:16:39.439Z

## Vioscale score

**13.7 / 100**, confidence 3% (low). Computed 2026-09-01. _(updating — computed under an earlier model version or past its freshness window.)_

Composite of weighted, independently-sourced signals (no user reviews, no vendor payment).

| Signal | Score | Weight | Contribution | Evidence present |
|---|--:|--:|--:|:--:|
| price_level | 0 | 0.052 | 0 | - |
| reliability | 0 | 0.073 | 0 | - |
| capabilities | 0 | 0.04877777777777778 | 0 | - |
| integrations | 13.7 | 0.04066666666666666 | 0.6 | ✓ |
| security_posture | 0 | 0.073 | 0 | - |
| pricing_transparency | 0 | 0.084 | 0 | - |

## About

Vertex AI Feature Store provides centralized feature management capabilities by layering metadata and online serving functionality on top of BigQuery datasets. It enables teams to store, discover, share, and serve ML features without duplicating data, while supporting embeddings and vector similarity searches.

_Independently observed._

## Platform & deployment
- **Deployment:** Cloud / SaaS

## Integrations (2)

_Independently observed._

- BigQuery
- Knowledge Catalog

## Facts

Every value below carries its source and our confidence. Facts are re-crawled on a freshness schedule.

### pricing

| Attribute | Value | Source | Retrieved | Confidence |
|---|---|---|---|---|
| pricing.model | commercial | [link](https://cloud.google.com/vertex-ai/docs/featurestore) | 2026-08-17 | 70% (medium) |

### integrations

| Attribute | Value | Source | Retrieved | Confidence |
|---|---|---|---|---|
| integrations.count | 2 | [link](https://cloud.google.com/vertex-ai/docs/featurestore) | 2026-08-19 | 60% (medium) |

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*Source: Vioscale (https://www.vioscale.ai/software/vertex-ai-feature-store). Independent, evidence-based software intelligence. Cite the canonical URI.*