Best Data Management Software - Page 6

How Many Data Management Software Products Does G2 Track?

Total Products under this Category: 253

Category Stats (Nov 2026)

  • Average Rating: 4.53/5 (↑0.03 vs Oct 2026) The average rating of products in this category, based on all submitted ratings
  • Top Trending Product: DataBahn (+1.05%) - Among all products in this category, DataBahn recorded the largest rating increase compared to last month

Last updated: November 02, 2026

How Does G2 Rank Data Management Software Products?

Why You Can Trust G2's Software Rankings:

  • 30 Analysts and Data Experts
  • 20,600+ Authentic Reviews
  • 253+ 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, Progress ShareFile, Unitrends Backup and Recovery, Progress MarkLogic, 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=progress-sharefile&focus%5B%5D=unitrends-backup-and-recovery&focus%5B%5D=progress-marklogic&focus%5B%5D=exportly-frontier)

DataTrue

DataTrue is an international leader in delivering enterprise-grade assurance for the tags that track website activity. Our deployment management, auditing, and proactive monitoring help our clients manage their tag operations and validate the quality of the data they collect. This gives digital business leaders the high-quality information and confidence to make the right decisions.

Average Rating: 4.6/5.0

Total Reviews: 12

Who Is the Company Behind DataTrue?

  • Seller: DataTrue
  • Year Founded: 2015
  • HQ Location: Vancouver, British Columbia
  • Twitter: @data_true
    134 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    8 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 67% Large, 25% Small

What Are Recent G2 Reviews of DataTrue?

data.world

data.world is the most-adopted data catalog and governance platform on the market. Built on a unique knowledge graph foundation, data.world seamlessly integrates with your existing systems. We set the standard for swift, people-centric governance. We don't just manage data; we unlock its potential, paving the way for responsible AI adoption and data-driven decision-making at scale. data.world is a Certified B Corporation and public benefit corporation and home to the world’s largest collaborative open data community with more than two million members, including ninety percent of the Fortune 500.

Average Rating: 4.2/5.0

Total Reviews: 12

Who Is the Company Behind data.world?

  • Seller: data.world
  • Year Founded: 2016
  • HQ Location: Austin, Texas
  • Twitter: @datadotworld
    5,498 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    98 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 67% Small, 25% Medium

What Do G2 Reviewers Say About data.world?

AI-generated summary from verified user reviews

Pros
  • Users love the ease of use in data analytics with data.world, making data discovery enjoyable and straightforward.
  • Users value the ease of data discovery and analytics, enhancing their overall experience with data.world.
  • Users value the discoverability and ease of use in data management with data.world, enhancing data analytics efficiency.
  • Users enjoy the easy-to-use data visualization tools, making data discovery and analytics accessible and enjoyable.
  • Users enjoy the ease of use of data.world, making data discovery and analytics accessible and enjoyable.
Cons
  • Users often face poor customer support, leading to frustration when resolving issues or queries with data.world.
  • Users experience poor support services, leading to frustration when troubleshooting their issues on data.world.

What Are Recent G2 Reviews of data.world?

What Are G2 Users Discussing About data.world?

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?

AI can help you find the answers. G2 helps you trust them.

Connect G2 to Claude or ChatGPT for answers grounded in G2's trusted reviews, comparisons, and pricing from real user insights.

How it works

dataZen

Every organization has concerns around data quality and consistency, and is in search of ways to 'Get Clean' and 'Stay Clean' - with respect to data. While there are numerous products that organizations adopt, dataZen master data management software offers all the advantages of an agile and configurable product. dataZen provides the necessary governance and ensures business discipline.

Who Is the Company Behind dataZen?

  • Seller: ChainSys
  • Year Founded: 1998
  • HQ Location: Grand Ledge, US
  • LinkedIn® Page: www.linkedin.com
    1,555 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 100% Medium

Datorios

Rooted in the collective wisdom of the Apache Flink community and addressing the unique challenges faced by enterprises, Datorios is the first data observability platform for Apache Flink, empowering data engineers with the ability to supercharge real-time business innovation and make real-time data processing the organizational norm instead of the exception. Datorios provides never-before-seen insights into the streaming data that fuels streaming data applications and other realtime systems. Datarios reveals exactly how that data looks as it’s being transformed and processed within Apache Flink-based data pipelines, As a result, the development, troubleshooting, and auditing of real time AI applications becomes much easier. Datorios solves the very hard problem of helping Apache Flink developers see this data and all the different ways it can vary during each step of the Apache Flink program. Crucially important in order to speed up development and help engineers perfect the processing of real-time data.

Average Rating: 4.4/5.0

Total Reviews: 10

Who Is the Company Behind Datorios?

  • Seller: Datorios
  • Year Founded: 2020
  • HQ Location: Palo Alto, California
  • Twitter: @datorios
    37 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    11 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 60% Medium, 50% Small

What Are Recent G2 Reviews of Datorios?

DATPROF Privacy

Data masking and synthetic data generation consistently across any supported databases or systems: Oracle, DB2, PostgreSQL, Microsoft SQL Server, MySQL, MariaDB and many more.

Average Rating: 4.5/5.0

Total Reviews: 6

Who Is the Company Behind DATPROF Privacy?

  • Seller: DATPROF
  • Year Founded: 2003
  • HQ Location: Groningen, NL
  • Twitter: @DATPROF
    167 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    19 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 50% Small, 33% Medium

What Are Recent G2 Reviews of DATPROF Privacy?

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?

Datuum.ai

Datuum is a no-code platform that uses AI to seamlessly integrate your data into any destination in a matter of minutes. Our platform is designed to simplify data integration for professionals of all levels by creating resilient connectors to various data sources, automatically discovering data, and mapping it to the final destination without any coding required. With Datuum, you can create a self-service onboarding experience for your customers and accelerate data operations, freeing up time to focus on insights that drive growth. Whether you're a seasoned data professional or a newcomer to the field, Datuum makes data management easier and more efficient.

Who Is the Company Behind Datuum.ai?

  • Seller: datuum.ai
  • Year Founded: 2021
  • HQ Location: Corte Madera, US
  • Twitter: @datuum_ai
    67 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    8 employees on LinkedIn®

Dawiso

Dawiso is the data catalog and AI context layer that makes enterprise AI accurate, trustworthy, and grounded in what your business actually means. Think of it as your organization's shared source of meaning. Dawiso automatically reads across your existing data stack, warehouses, pipelines, BI tools, and files, and captures what each asset is, what it is called in plain business language, how pieces connect, and where they flow, into one governed, living map of data assets, their relationships, lineage, and definitions. People can search that map like a search engine; AI agents can read it directly over the Model Context Protocol. Dawiso spans structured and unstructured data, links to more than 40 platforms, and fits a data engineer as naturally as someone in sales or finance. Modern, affordable, flexible, and quick to deploy, backed by hands-on support, it is used by companies of every size to make AI reliable, and to end the argument over whose figures are right.

Average Rating: 4.7/5.0

Total Reviews: 13

Who Is the Company Behind Dawiso?

  • Seller: Dawiso
  • Year Founded: 2019
  • HQ Location: Prague 1, Prague
  • LinkedIn® Page: www.linkedin.com
    37 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 38% Medium, 31% Large

What Do G2 Reviewers Say About Dawiso?

AI-generated summary from verified user reviews

Pros
  • Users find Dawiso offers a user-friendly experience, allowing quick organization and management without technical expertise.
  • Users value the clean and intuitive interface of Dawiso, which enhances their efficiency in managing tasks.
  • Users appreciate the intuitive interface of Dawiso, finding it easy to navigate and efficiently manage work.
  • Users praise Dawiso for its intuitive workflow management, enabling simple navigation and efficient task completion.
  • Users value the AI-powered metadata management of Dawiso, which simplifies data tagging and classification processes.
Cons
  • Users face a steep learning curve due to the limited customization options and lack of adequate documentation.
  • Users often face integration issues with CRM, leading to frustrating bugs and hindered performance in Dawiso.
  • Users face a steep learning curve with Dawiso, compounded by limited documentation that hinders usability.
  • Users find the limited features of Dawiso hinder their ability to manage complex workflows effectively.
  • Users note the limited features of Dawiso, making it difficult to manage more complex workflows effectively.

What Are Recent G2 Reviews of Dawiso?

DBPLUS Data Replicator

DBPLUS Data Replicator is software for data replication from Oracle databases to Oracle, Microsoft SQL Server and PostgreSQL. It aims to give real-time access to copies of production data with zero impact on the availability and performance of the systems which are the source of the data. According to the vendor Data Replicator can read over 80GB of changes contained in log files per hour. Information about changes made on the source database is read from transaction logs via the LogMiner tool available in Oracle databases. The only effect that the Replicator has on the source base is in the low load that results from the LogMiner tool. The DBPLUS Data Replicator software is able to read up to 2.5TB of daytime changes contained in log files. Information about changes made on the source database is read from transaction logs via the LogMiner tool available in Oracle databases.

Who Is the Company Behind DBPLUS Data Replicator?

Demografy 360

Demografy is a privacy by design customer demographics prediction AI platform. Core features: * Demographic segmentation * Demographic analytics * API integration Key advantages: * 100% coverage of lists * Accuracy estimate before purchase * GDPR-compliance as no sensitive data is required. Demografy can work with only first names or masked last names Use cases: * Actionable analytics about your customers to get demographic insights * Appending missing demographic data to your records for customer segmentation and targeted marketing campaigns * Enhanced personalization knowing you customer better Unlike traditional solutions, you don’t need to know and disclose your customer or prospect addresses, emails or other sensitive information. You can provide even masked last names keeping personal data in-house. This makes Demografy privacy by design and enables you to get 100% coverage of your audience since all you need to know is names.

Who Is the Company Behind Demografy 360?

DIGDASH ENTERPRISE

DigDash is a European software editor of a dynamic dashboard solution and an expert in Business Intelligence. DigDash is a new-generation platform that enables its more than 500 customers and 150,000 users to explore and visualize their data in a simple, non-technical way, enabling them to make more informed business decisions.

Who Is the Company Behind DIGDASH ENTERPRISE?

  • Seller: DIGDASH
  • Year Founded: 2006
  • HQ Location: La Barque, FR
  • LinkedIn® Page: www.linkedin.com
    57 employees on LinkedIn®

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?

Shalaka Joshi
SJ
Researched and written by Shalaka Joshi
Updated May 14, 2025