Best Data Management Software - Page 3

How Many Data Management Software Products Does G2 Track?

Total Products under this Category: 75

Category Stats (Oct 2026)

  • Average Rating: 4.58/5 (↓0.01 vs Sep 2026) The average rating of products in this category, based on all submitted ratings
  • Top Trending Product: Frontier (+0.36%) - Among all products in this category, Frontier recorded the largest rating increase compared to last month

Last updated: October 21, 2026

How Does G2 Rank Data Management Software Products?

Why You Can Trust G2's Software Rankings:

  • 30 Analysts and Data Experts
  • 16,900+ Authentic Reviews
  • 75+ 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 Management Software

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

Highlighted products: Databricks, Data 360 (formerly Salesforce Data Cloud), Vast Data, and Frontier.

Underlying data: [Grid® JSON](https://www.g2.com/categories/data-management-software/grids.json?focus%5B%5D=databricks&focus%5B%5D=data-360-formerly-salesforce-data-cloud&focus%5B%5D=vast-data&focus%5B%5D=exportly-frontier)

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How it works

DataOS

DataOS is the data activation layer for AI, applications, and analytics. It sits on top of an organization’s existing data stack and unifies semantics, governance, quality, lineage, and access into a single, reusable operating capability, without requiring rip-and-replace. Built to serve not only human analysts but also AI agents and automated workflows, DataOS makes data consistent, trusted, and ready for action at machine speed. DataOS delivers AI-ready data through four core pillars: 1) Context Data becomes usable when meaning travels with it. DataOS aligns shared definitions for entities, metrics, dimensions, and relationships so dashboards, apps, and agents interpret information the same way. 2) Trust AI systems require runtime confidence. DataOS combines centralized policy decisions with distributed enforcement, declarative data quality checks, and end-to-end lineage for auditability and debugging. 3) Action Different consumers need different interfaces. DataOS provides a unified query layer and standardized access patterns such as SQL, APIs, and agent-ready interfaces, with guardrails like intent and result validation. 4) Productization DataOS treats reusable data products as the unit of scale. These bundle semantics, governance, quality signals, ownership, documentation, lifecycle management, and versioning, making data scale the way software does.

Who Is the Company Behind DataOS?

dataX.ai

dataX.ai is a trailblazing data science company specializing in automated solutions for B2B eCommerce product content. Our goal is to minimize manual effort in data processing and management, enhancing accuracy and enabling scalable operations. With more than a decade of experience crafting AI-powered solutions, we have become a trusted partner to eContent managers, as innovation meets precision in executing seamless data workflows. Headquartered in Plano, Texas, we have offices spread across India and Japan, empowering modern businesses to remain agile, competitive, and thrive in the digital era.

Average Rating: 4.4/5.0

Total Reviews: 4

Who Is the Company Behind dataX.ai?

  • Seller: CrowdANALYTIX
  • Year Founded: 2012
  • HQ Location: Plano, US
  • Twitter: @data_x_ai
    16 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    115 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 50% Small, 25% Large

What Are Recent G2 Reviews of dataX.ai?

What Are G2 Users Discussing About dataX.ai?

Datum Hub Inc

Datum Hub is an AI-native Enterprise Resource Planning (ERP) platform designed to unify operations, accounting, and intelligence for growing businesses. It integrates various business functions into a cohesive system, enabling organizations to transform operational data into actionable insights. The platform encompasses a comprehensive suite of modules covering procurement, inventory management, project management, manufacturing processes, sales operations, and accounting. This integration ensures that workflows are interconnected, allowing users to trace processes from initial requests to final outcomes without relying on external tools or spreadsheets. A standout feature of Datum Hub is its AI assistant, Dot. Dot provides proactive insights into inventory levels, expenditures, vendor relationships, and profit margins. It delivers responses grounded in real-time data, assists in drafting documents, and facilitates analyses and comparisons within a collaborative workspace. Users can interact with Dot through voice commands, enhancing the efficiency of their daily tasks. Datum Hub offers flexibility in accounting by allowing businesses to maintain their financial records within the platform or integrate with existing systems like QuickBooks Online or Xero. This adaptability supports multi-currency transactions and ensures that financial data remains closely linked to operational activities. Security is a fundamental aspect of Datum Hub's architecture. The platform employs database-level company isolation, role-based access controls, and immutable audit trails to safeguard operational data. Additionally, Datum Hub is progressing toward SOC 2 compliance and adheres to OWASP Top 10 security standards, reflecting its commitment to robust security practices. To accommodate diverse business needs, Datum Hub provides multiple editions tailored to specific operational requirements. Organizations can start with a suitable edition and customize it through configurable settings. For specialized workflows, the platform offers the development of custom modules, ensuring that the system aligns with unique business processes. In summary, Datum Hub serves as a comprehensive ERP solution that integrates various business functions into a unified platform. Its AI capabilities, flexible accounting options, and strong security measures make it a valuable tool for businesses seeking to enhance operational efficiency and data-driven decision-making.

Who Is the Company Behind Datum Hub Inc?

dmaya

The AI design platform purpose-built for agencies, teams, and freelancers. Generate production-ready UI designs, iterate with clients, present work that wins. Every AI tool on the market today targets solo enthusiasts who want to build something on their own. They generate code, not designs. They skip the planning phase. They don't understand that in agencies and teams, design comes before development — and client sign-off comes before everything. You need to present concepts to stakeholders. You need to iterate on visual direction before anyone writes a line of code. You need a tool that respects the design process — not one that skips it entirely. dMaya is built for the way professional teams actually work.

Who Is the Company Behind dmaya?

eQube-DaaS Platform

eQube®-DaaS is a Data Integration and Analytics Platform for data integration within organizations. It acts as a Data Fabric, connecting various data sources, improving visibility, and enabling insights through two core suites: Integration and Analytics. eQube®-DaaS offers a Low/No-Code approach, simplifying data handling for diverse data types, formats, speeds, and sources. It promotes secure information collaboration across networks, partners, suppliers, and customers while adhering to security rules. The platform is versatile, deployable on-premises, in multi-cloud setups, or hybrid configurations. Its six components: eQube®-MI (Migration & Integration), eQube®-TM (Transformation Modeler), eQube®-AG (API Gateway), eQube®-BI (Business Intelligence), eQube®-ADA (Augmented Data Analytics), and eQube®-DP (Data Profiler), create versatile data management solutions. These components can be used individually or in combination to create a comprehensive data management solution. info@1eQ.com

Who Is the Company Behind eQube-DaaS Platform?

  • Seller: eQ Technologic
  • Year Founded: 2000
  • HQ Location: Costa Mesa, US
  • Twitter: @1eQTechnologic
    58 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    946 employees on LinkedIn®

Factr

Factr helps businesses, teams, and individuals find and share the information they need, and make better decisions.

Average Rating: 4.5/5.0

Total Reviews: 1

Who Is the Company Behind Factr?

  • Seller: Factr
  • Year Founded: 2013
  • HQ Location: Brooklyn, US
  • Twitter: @Factr
    247 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    5 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 100% Small

What Are Recent G2 Reviews of Factr?

Files Downloader

Export Mass Files & Attachments from Salesforce in One Click. Quickly download 10000+ files, attachments, and documents from any object, list view, or record – all in just one click. Files Downloader helps you export mass Salesforce files, attachments, and documents – without the complexity, workarounds, or data loss.

Who Is the Company Behind Files Downloader?

Finden

Finden is an AI workspace that unifies, automates and helps run your business — Connect all your data, across drives, devices, tools and applications — Organize files, enrich your data, chat with your data, and automatically find what matters in your Memory Bank. Finden enables businesses of all sizes to: - Improve productivity and operations: help you work with your data seamlessly, gain insights, reduce silo workflows and automate actions - Save time: less time sorting your data and more automation - Reduce costs: reduce number of SaaS tools and cloud storage. - Be more sustainable: manage inefficient use of data (more than 30% of data is redundant) - Remain secure: privacy is key - your data never used for any AI training.

Average Rating: 5.0/5.0

Total Reviews: 2

Who Is the Company Behind Finden?

Who Uses This Product?

  • Company Size: 150% Small

What Do G2 Reviewers Say About Finden?

AI-generated summary from verified user reviews

Pros
  • Users find Finden to be super user-friendly, making it easy to consolidate and search across multiple platforms.
  • Users find Finden offers easy access to multiple platforms, streamlining their workflow and saving valuable time.
  • Users appreciate the unified search capabilities of Finden, enhancing efficiency and organization across multiple platforms.
  • Users highlight the search efficiency of Finden, enabling quick access to clients' information across platforms seamlessly.
  • Users love the speed of搜索 with Finden, allowing quick access to important files and chats effortlessly.
Cons
  • Users note integration issues with Finden as not many project management tools are currently synced, like ClickUp.

What Are Recent G2 Reviews of Finden?

GaiaData

Who Is the Company Behind GaiaData?

  • Seller: GaiaData
  • Year Founded: 2024
  • HQ Location: Boston, US
  • LinkedIn® Page: www.linkedin.com
    1 employees on LinkedIn®
Shalaka Joshi
SJ
Researched and written by Shalaka Joshi
Updated May 14, 2025