Best Big Data Integration Platforms - Page 9

How Many Big Data Integration Platforms Products Does G2 Track?

Total Products under this Category: 129

Category Stats (Sep 2026)

  • Average Rating: 4.51/5 The average rating of products in this category, based on all submitted ratings
  • Top Trending Product: Cloudera (+2.21%) - Among all products in this category, Cloudera recorded the largest rating increase compared to last month

Last updated: September 01, 2026

How Does G2 Rank Big Data Integration Platforms Products?

Why You Can Trust G2's Software Rankings:

  • 30 Analysts and Data Experts
  • 10,600+ Authentic Reviews
  • 129+ Products
  • Unbiased Rankings

G2's software rankings are built on verified user reviews, rigorous moderation, and a consistent research methodology maintained by a team of analysts and data experts. Each product is measured using the same transparent criteria, with no paid placement or vendor influence. While reviews reflect real user experiences, which can be subjective, they offer valuable insight into how software performs in the hands of professionals. Together, these inputs power the G2 Score, a standardized way to compare tools within every category.

G2 Grid® for Big Data Integration Platforms

G2 Grid® for Big Data Integration Platforms plotting products by satisfaction and market presence

Highlighted products: Google Cloud BigQuery, Alteryx, Snowflake, Fivetran, Workato, Azure Data Factory, SnapLogic Agentic Integration and Applied AI Platform, and AWS Lake Formation.

Underlying data: [Grid® JSON](https://www.g2.com/categories/big-data-integration-platforms/grids.json?focus%5B%5D=google-cloud-bigquery&focus%5B%5D=alteryx&focus%5B%5D=snowflake&focus%5B%5D=fivetran&focus%5B%5D=workato&focus%5B%5D=azure-data-factory&focus%5B%5D=snaplogic-agentic-integration-and-applied-ai-platform&focus%5B%5D=aws-lake-formation)

Precisely Connect

Enable real time decisions with Precisely Connect. Seamlessly integrate data from legacy systems into modern cloud and data platforms for faster, more confident action.

Average Rating: 4.5/5.0

Total Reviews: 1

How Do G2 Users Rate Precisely Connect?

  • Quality of Support: 8.3/10 (Category avg: 8.9/10)
  • Ease of Use: 10.0/10 (Category avg: 8.8/10)

Who Is the Company Behind Precisely Connect?

  • Seller: Precisely
  • HQ Location: Burlington, Massachusetts
  • Twitter: @PreciselyData
    3,963 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    3,046 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 100% Large

What Are Recent G2 Reviews of Precisely Connect?

RisingWave

RisingWave is an open-source distributed SQL streaming database designed for the cloud.It is designed to reduce the complexity and cost of building real-time applications. RisingWave consumes streaming data, performs incremental computations when new data comes in, and updates results dynamically. As a database system, RisingWave maintains results in its own storage so that users can access data efficiently. For more details about RisingWave, see https://risingwave.com/.

Who Is the Company Behind RisingWave?

  • Seller: RisingWave Labs
  • Year Founded: 2021
  • HQ Location: San Francisco, US
  • Twitter: @RisingWaveLabs
    3,173 Twitter followers
  • LinkedIn® Page: linkedin.com
    46 employees on LinkedIn®

Shakudo

Shakudo ensures compatibility across data tools allowing companies to build the best data infrastructure for their needs. With Shakudo you can mix and match your data tooling to create a more reliable, performant, and cost-effective stack than ever before.

Average Rating: 4.5/5.0

Total Reviews: 2

How Do G2 Users Rate Shakudo?

  • Quality of Support: 8.3/10 (Category avg: 8.9/10)
  • Ease of Use: 8.3/10 (Category avg: 8.8/10)

Who Is the Company Behind Shakudo?

  • Seller: Shakudo
  • Year Founded: 2021
  • HQ Location: Toronto, CA
  • LinkedIn® Page: ca.linkedin.com
    34 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 50% Medium, 50% Small

What Do G2 Reviewers Say About Shakudo?

AI-generated summary from verified user reviews

Pros
  • Users find Shakudo's connectivity exceptional, effectively integrating various data tools for optimal performance.
  • Users appreciate the seamless data access provided by Shakudo, maximizing the potential of their diverse data tools.
  • Users value Shakudo for its effective data integration, maximizing the utility of diverse data tools in their stack.
  • Users find Shakudo excellent for data management, successfully coordinating tools and optimizing their data stack.
  • Users appreciate Shakudo for its flexible data pipelining, effectively coordinating various tools in their data stack.
Cons
  • Users find limited data transformation capabilities in Shakudo, often needing additional tools for complex tasks.
  • Users find feature limitations in Shakudo, as it lacks robust data transformation capabilities for complex tasks.
  • Users find Shakudo's lack of data transformation features limits their ability to perform complex data manipulations efficiently.
  • Users note a significant lack of functionality in Shakudo, requiring additional tools for complex data manipulation tasks.
  • Users find a lack of data transformation tools in Shakudo, often relying on external tools for complex tasks.

What Are Recent G2 Reviews of Shakudo?

Stacksync

Stacksync is a no-code SaaS platform for data integration and workflow automation. Sync your tools bi-directionally in real-time, automate complex workflows, and monitor data pipelines effortlessly. Stacksync is cloud-deployed, zero-maintenance, and automatically handles essential operational tasks like security key rotation and rate limit management. Business teams leverage Stacksync to automate sales and marketing operations, while data teams use Stacksync to deliver ETL and reverse ETL pipelines in days — not weeks.

Who Is the Company Behind Stacksync?

  • Seller: Stacksync
  • Year Founded: 2022
  • HQ Location: 1007 Orange St 2611, 4th Floor, Wilmington, DE 19801, United States
  • Twitter: @stacksyncdata
    117 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    10 employees on LinkedIn®

Strategy Mosaic

Strategy Mosaic, from Strategy (formerly MicroStrategy), is an enterprise-grade universal semantic layer solution designed to enhance the capabilities of AI and Business Intelligence (BI) within organizations. It addresses critical challenges such as data fragmentation and inconsistent metrics, which lead to untrusted AI answers, compliance risks, and runaway cloud costs. The universal semantic layer that Mosaic provides serves as a centralized repository for business definitions, hierarchies, and security rules, ensuring that all users access consistent metrics and KPIs regardless of the tools they employ. This single source of truth is actively monitored by our integrated Sentinel layer, which moves you from reactive audits to proactive, real-time governance. Sentinel provides immediate intelligence on potential data breaches, compliance risks, and cost-saving opportunities, helping you optimize cloud spend and prevent violations before they happen. Additionally, Mosaic empowers organizations to build an auditable foundation for AI. By providing a layer of rich business context and consistent, human-readable definitions, Mosaic gives AI models the deep understanding required to provide more accurate and verifiable answers. This accelerates time to insight, allows you to end vendor lock-in, and dramatically reduces the total cost of ownership (TCO) by eliminating costly data rework and optimizing data management processes. In summary, Strategy Mosaic stands out by addressing the fundamental issues of data fragmentation and governance. Its robust connectivity, centralized semantic layer, and focus on delivering trusted data make it an invaluable tool for organizations aiming to enhance their analytics capabilities and leverage AI effectively.

Average Rating: 4.5/5.0

Total Reviews: 15

How Do G2 Users Rate Strategy Mosaic?

  • Has the product been a good partner in doing business?: 9.1/10 (Category avg: 8.9/10)
  • Quality of Support: 8.8/10 (Category avg: 8.9/10)
  • Ease of Use: 8.6/10 (Category avg: 8.8/10)
  • Ease of Admin: 8.7/10 (Category avg: 8.5/10)

Who Is the Company Behind Strategy Mosaic?

Who Uses This Product?

  • Company Size: 53% Large, 40% Medium

What Do G2 Reviewers Say About Strategy Mosaic?

AI-generated summary from verified user reviews

Pros
  • Users enjoy the ease of use of Strategy Mosaic, finding it simple to structure plans and collaborate effectively.
  • Users appreciate the intuitive structure and collaboration offered by Strategy Mosaic, enhancing planning and execution seamlessly.
  • Users value the reliable reporting capabilities of Strategy Mosaic, appreciating its user-friendly semantic layer and data handling.
  • Users value the robust data analysis capabilities of Strategy Mosaic, ensuring reliable and user-friendly analytics.
  • Users love the auto-magical experience of creating initial data models effortlessly with Strategy Mosaic.
Cons
  • Users face minor bugs in Strategy Mosaic, impacting cube publishing and overall user experience.
  • Users experience bug issues with Strategy Mosaic, where corrections do not reflect accurately in the code.
  • Users face persistent debugging issues with Strategy Mosaic, as corrections often do not take effect as expected.
  • Users feel the product is expensive and suggest a need for better license cost options for better value.
  • Users find the initial learning curve of Strategy Mosaic to be somewhat overwhelming before mastering the layout.

What Are Recent G2 Reviews of Strategy Mosaic?

Sublake

Sublake is a AI plateform for Small and Medium Business services

Who Is the Company Behind Sublake?

Velocidata Vortex

Vortex integrates, normalizes, cleanses and protects data at the speed it is being generated without slowing it down. The sources of data in large enterprises and broadband environments is growing exponentially. In order for any enterprise to make use of these data it is necessary to integrate, translate and protect the data. It is your enterprise data hub–your one-stop shop for converting raw data into useful information.

Who Is the Company Behind Velocidata Vortex?

Xyzt

xyzt.ai is a high-performance, no-code location intelligence platform designed for scale. The enterprise-grade SaaS platform enables organizations to instantly visualize and analyze billions of spatio-temporal IoT and tracking records in seconds, without requiring custom data engineering or data science teams. Purpose-built for large-scale geospatial, movement, and time-series data, xyzt.ai natively supports all major data formats, including raw GPS traces, map-matched trip paths, and aggregated traffic volumes. With rapid cloud deployment completed in less than a day, users can seamlessly integrate and cross-analyze heterogeneous datasets from connected vehicles, assets, infrastructure, and environmental sensors.xyzt.ai is trusted globally across key industries to turn big data into real-time situational awareness: - Maritime & Ports: Analyze historical and live AIS data to optimize vessel traffic, improve maritime safety, and track port efficiency. - Smart Cities & Urban Mobility: Visualize floating vehicle data (FVD), floating cellular data, and traffic flows to eliminate congestion and support infrastructure planning. - Logistics & Asset Tracking: Monitor supply chain performance, evaluate asset utilization, and improve operational safety. - Sustainability: Drive green initiatives through emissions tracking, resource optimization, and environmental impact evaluation. What differentiates xyzt.ai is its unique blend of massive scale, total data privacy by design, and extreme usability. Domain experts can interactively explore billions of records, detect AI-driven anomalies, and unlock hidden trends instantly through a seamless, self-service visual analytics experience.

Who Is the Company Behind Xyzt?

  • Seller: xyzt.ai
  • Year Founded: 2020
  • HQ Location: Leuven, BE
  • LinkedIn® Page: www.linkedin.com
    7 employees on LinkedIn®

ZEMA Enterprise

Zema Global delivers data and analytics solutions for companies engaged in the energy, commodities and financial sectors. With unique real time capabilities, we focus on accurate and trustworthy information and insights that enable smarter decisions for risk management, trading and operations. At Zema Global, we power decision-making for some of the largest and most sophisticated organizations across the energy, commodities, and financial sectors. With clients ranging from global energy producers to trading firms, utilities, and financial institutions, our data and analytics solutions are embedded in critical operations worldwide. We take pride in building long-term partnerships grounded in trust, performance, and innovation. Our customers rely on us not just for data – but for clarity, consistency, and confidence in every decision they make.

Who Is the Company Behind ZEMA Enterprise?

Shalaka Joshi
SJ
Researched and written by Shalaka Joshi
Updated April 9, 2026