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Workflows

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Orchestration service for building and running data, analytics, and AI pipelines

API Access
Est. Price

~$850/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
56
quality per $
Price Position
P9
below avg
Coverage
75
geo × freq × depth
Try-ability
15
ease of trial
Market concentration: 100% (concentrated — few vendors)

Product Details

Use Cases
Data pipeline automationML model training orchestrationETL/ELT job schedulingreal-time data processingautomated reporting
Categories
Data EngineeringData ScienceMachine LearningWorkflow OrchestrationCloud Infrastructure
Coverage
Global
Delivery
REST APIPython SDKSFTPS3 BucketGCS BucketAzure BlobSnowflake ShareDatabricksDirect cloud pushWeb UI download
Data Sources
iot sensors

Pricing Tiers

Vedex estimate
~$850/yr est.
SUBSCRIPTIONMEDIUM

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Get an instant price estimate based on your organization profile — seats, usage rights, and contract term.Estimated ~$850/yr est.

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Web Authority

High Authority
107
20 mentions·4 platforms
Academic Papers
10 × 8 pts+80
Reddit
7 × 3 pts+21
Blogs & Newsletters
2 × 2 pts+4
LinkedIn
1 × 2 pts+2
Evidence5 sources
Academic Papers

MASSW: A New Dataset and Benchmark Tasks for AI- ...

by X Zhang · 2024 · Cited by 25 — To address this issue, we introduce MASSW, a comprehensive text dataset on Multi-Aspect Summarization of Scientific Workflows. MASSW ...

Academic Papers

A Dataset for Computational Workflow Anomaly Detection

by G Papadimitriou · 2023 · Cited by 4 — The presented dataset and benchmarks allow examining the effectiveness and efficiency of scientific computational workflows and identifying potential research

Academic Papers

[2408.08688] The Fellowship of the LLMs: Multi-Model ...

by S Arif · 2024 · Cited by 12 — This paper presents a novel methodology for generating synthetic Preference Optimization (PO) datasets using multi-model workflows.

Data Dictionary

Expected fields and columns in this data product


About Workflows

Workflows is a data engineering 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 $850/yr (an estimate, not a vendor-published price).

Orchestration service for building and running data, analytics, and AI pipelines

Related Data Categories

Data EngineeringData ScienceMachine LearningWorkflow OrchestrationCloud Infrastructure

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