VedexProductsDatabricks U.K LimitedFeature Store

Feature Store

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Centralized repository for managing, discovering, and serving ML features

API Access
Est. Price

~$12,000/yr est.

Update Frequency

Real-time

Pricing Tiers

1

Regions

1

Quality SignalsB

Freshness

Recently enriched

81

Complete

81%

API

API Available

Product Overview

Data Lakehouse and AI Platform$

Offering: A unified cloud-based platform for data engineering, data warehousing, machine learning, and generative AI development built on an open-source storage foundation.

Best for: Data engineering and data science teams building scalable AI/ML pipelines and unified analytics architectures.

Benefits
  • Unified architecture for data and AI
  • High-performance SQL and BI capabilities
  • Robust open-source ecosystem integration
  • Comprehensive governance via Unity Catalog
  • Scalable infrastructure for generative AI
Drawbacks
⚠ High complexity for non-technical users · ⚠ Requires significant cloud infrastructure management · ⚠ Steep learning curve for legacy data teams

Product Intelligence

Value Score
46
quality per $
Price Position
P75
premium
Coverage
75
geo × freq × depth
Try-ability
15
ease of trial
Market concentration: 100% (concentrated — few vendors)

Product Details

Use Cases
Machine learning model trainingreal-time inferencefeature reusemodel governancedata lineage tracking
Categories
Machine LearningData EngineeringData ScienceMLOps
Coverage
Global
Delivery
REST APIPython SDKSFTPS3 BucketGCS BucketAzure BlobSnowflake ShareDatabricksDirect cloud pushWeb UI download
Data Sources
proprietary models

Pricing Tiers

Vedex estimate
~$12,000/yr est.
SUBSCRIPTIONMEDIUM

Add to Data Room

Get an instant price estimate based on your organization profile — seats, usage rights, and contract term.Estimated ~$12,000/yr est.

Request a sample directly from Databricks U.K Limited.

Web Authority

High Authority
101
20 mentions·3 platforms
Academic Papers
10 × 8 pts+80
Blogs & Newsletters
9 × 2 pts+18
Reddit
1 × 3 pts+3
Evidence5 sources
Academic Papers

On Designing Data Models for Energy Feature Stores

by G Cerar · 2022 · Cited by 4 — Finally, we benchmark three complementary feature management solutions, including an open-source feature store suitable for time series.

Academic Papers

Optimizing Feature Extraction for On-device Model ...

For an average user, Decoded Log increases the app log size by 2.61 × 2.61\times , and Feature Store increases it by a staggering 2.80 × 2.80\ ...

Academic Papers

Nyxus: A Next Generation Image Feature Extraction Library ...

In addition to these community standard datasets a synthetic dataset was also generated. ... – allowing users to simply add features to the feature store and ...

Data Dictionary

Expected fields and columns in this data product


About Feature Store

Feature Store is a machine learning data product offered by Databricks U.K Limited, available on discovery. Data is updated real-time. API access is available for programmatic integration. Vedex estimates pricing at roughly $12,000/yr (an estimate, not a vendor-published price).

Centralized repository for managing, discovering, and serving ML features

Related Data Categories

Machine LearningData EngineeringData ScienceMLOps

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