Best Data Fabric Software - Page 6

How Many Data Fabric Software Products Does G2 Track?

Total Products under this Category: 85

Category Stats (Sep 2026)

  • Average Rating: 4.34/5 (↑0.02 vs Aug 2026) 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 03, 2026

How Does G2 Rank Data Fabric Software Products?

Why You Can Trust G2's Software Rankings:

  • 30 Analysts and Data Experts
  • 2,200+ Authentic Reviews
  • 85+ 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 Data Fabric Software

G2 Grid® for Data Fabric Software plotting products by satisfaction and market presence

Highlighted products: ServiceNow Workflow Data Fabric, SAP Datasphere, K2View, Palantir Foundry, timextender, Denodo, Astro by Astronomer, and Cloudera.

Underlying data: [Grid® JSON](https://www.g2.com/categories/data-fabric/grids.json?focus%5B%5D=servicenow-workflow-data-fabric&focus%5B%5D=sap-datasphere&focus%5B%5D=k2view&focus%5B%5D=palantir-foundry&focus%5B%5D=timextender&focus%5B%5D=denodo&focus%5B%5D=astro-by-astronomer&focus%5B%5D=cloudera)

NetApp AI Data Engine

NetApp AI Data Engine (AIDE) is a storage-integrated AI data service that offers a secure, end-to-end solution for managing your NetApp data estate across the entire AI lifecycle - from preparing raw data to serving it to GenAI apps. It provides a global, structured view, automates data synchronization and change detection, and embeds governance and security throughout the AI lifecycle. By combining vectorization for GenAI with advanced compression and secure workflows, AIDE enhances data efficiency and clarity while reducing complexity and costs. AIDE is ideal for enterprises looking to streamline AI initiatives, reduce storage costs, improve AI data governance and security, and enhance the efficiency and reliability of AI-driven decisions. NetApp AIDE streamlines and secures AI initiatives by providing unified management, reducing tool complexity, and lowering costs with efficient data transformation using NVIDIA NIMs and NetApp compression. It offers a global structured view for rapid AI discovery and readiness, ensuring quick data access and real-time sync for accurate, timely AI-driven decisions. AIDE also embeds robust governance and security with policy-driven controls, automated classification, and NetApp snapshot technology, ensuring compliance, data protection, and responsible AI usage.

Who Is the Company Behind NetApp AI Data Engine?

  • Seller: NetApp
  • Year Founded: 1992
  • HQ Location: Sunnyvale, California
  • Twitter: @NetApp
    118,015 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    12,706 employees on LinkedIn®
  • Ownership: NASDAQ

Predactiv Data Platform

Predactiv Data Platform is a product that is transforming how data can be leveraged, delivering actionable insights and scalable solutions that drive impact, optimize strategy, and fuel growth.

Who Is the Company Behind Predactiv Data Platform?

  • Seller: Predactiv
  • Year Founded: 2024
  • HQ Location: Palo Alto, US
  • LinkedIn® Page: www.linkedin.com
    65 employees on LinkedIn®

SKAIDOCK - Space qualified Data processing Unit

SKAIDOCK is a space-qualified data processing unit designed as a carrier board for Xiphos Q8(S) modules, which are equipped with Xilinx Zynq UltraScale+ Multi-Processor System-on-Chip (MPSoC). It features a PC104 form factor, making it compatible with CubeSat systems, and offers configurable interfaces accessible through side connectors. The board is engineered to seamlessly integrate into satellite systems and is compatible with Simera Sense CubeSat imagers.

Who Is the Company Behind SKAIDOCK - Space qualified Data processing Unit?

  • Seller: Zaitra
  • Year Founded: 2020
  • HQ Location: Brno, CZ
  • LinkedIn® Page: www.linkedin.com
    21 employees on LinkedIn®

StirlingX

StirlingX is a technology company that provides AI-driven data intelligence and autonomous drone solutions.

Who Is the Company Behind StirlingX?

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?

  • Ease of Use: 8.6/10 (Category avg: 8.7/10)

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?

Syniti Knowledge Platform

A comprehensive enterprise data management solution designed to handle various data initiatives, the Syniti Knowledge Platform (SKP) integrates capabilities for data migration, quality, governance, and master data management into one unified platform. SKP aims to deliver trustworthy, optimized, and actionable data across businesses, ensuring successful digital transformations with minimal disruption. Able to support the most complex migrations, such as transitioning to SAP S/4HANA, SKP’s unified data management capabilities drive better business outcomes. SKP is an essential tool for enterprises looking to manage their data effectively and leverage it for strategic advantage. Its comprehensive features and benefits make it a valuable asset for any business aiming to improve data quality, governance, and overall management. SKP helps businesses achieve successful digital transformations with minimal disruption.

Average Rating: 4.2/5.0

Total Reviews: 14

How Do G2 Users Rate Syniti Knowledge Platform?

  • Ease of Use: 8.3/10 (Category avg: 8.7/10)

Who Is the Company Behind Syniti Knowledge Platform?

  • Seller: Syniti
  • Year Founded: 1996
  • HQ Location: Needham, MA
  • LinkedIn® Page: www.linkedin.com
    416 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 71% Large, 43% Medium

What Are Recent G2 Reviews of Syniti Knowledge Platform?

WEKA NeuralMesh

WEKA is the AI data and memory infrastructure company behind NeuralMesh™ — purpose-built to eliminate GPU bottlenecks and accelerate AI workloads at scale. Trusted by 30% of the Fortune 50, WEKA enables enterprises, AI cloud providers, and AI builders to train faster, infer smarter, and reduce the cost of every token served.

Average Rating: 4.5/5.0

Total Reviews: 2

How Do G2 Users Rate WEKA NeuralMesh?

  • Ease of Use: 10.0/10 (Category avg: 8.7/10)

Who Is the Company Behind WEKA NeuralMesh?

  • Seller: WekaIO, Inc
  • Company Website:
  • Year Founded: 2013
  • HQ Location: Campbell, California, United States
  • LinkedIn® Page: www.linkedin.com
    499 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 100% Small

What Do G2 Reviewers Say About WEKA NeuralMesh?

AI-generated summary from verified user reviews

Pros
  • Users are impressed by the significant time reduction achieved with WEKA NeuralMesh's AI integration, enhancing efficiency dramatically.
  • Users rave about the impressive performance of WEKA NeuralMesh, significantly reducing cycle time by 80%.
  • Users highlight the significant reduction in cycle time achieved with WEKA NeuralMesh, enhancing overall workflow efficiency.

What Are Recent G2 Reviews of WEKA NeuralMesh?

XponentL Data

XponentL Data specializes in transforming complex data environments into strategic assets, delivering market-leading solutions designed to maximize return on investment. By bridging the gap between data producers and consumers, XponentL enables organizations to reduce the time from question to answer, fostering a network of data products that fuel insights and artificial intelligence, thereby capturing significant value.

Who Is the Company Behind XponentL Data?

X-TRACT (Data)

X-TRACT is a comprehensive data integration and augmentation solution designed to create a dynamic digital twin of your enterprise. By seamlessly combining your internal data with a wide array of external context data, X-TRACT enhances planning and decision-making processes, providing a holistic view of your organization's operations.

Who Is the Company Behind X-TRACT (Data)?

Shalaka Joshi
SJ
Researched and written by Shalaka Joshi
Updated October 3, 2024