Best Data Management Software - Page 23

How Many Data Management Software Products Does G2 Track?

Total Products under this Category: 357

Category Stats (Nov 2026)

  • Average Rating: 4.53/5 (↑0.01 vs Oct 2026) The average rating of products in this category, based on all submitted ratings
  • Top Trending Product: amber (+2.63%) - Among all products in this category, amber recorded the largest rating increase compared to last month

Last updated: November 12, 2026

How Does G2 Rank Data Management Software Products?

Why You Can Trust G2's Software Rankings:

  • 30 Analysts and Data Experts
  • 25,400+ Authentic Reviews
  • 357+ 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), Rippling, Vast Data, Frontier, and Composable DataOps.

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=rippling&focus%5B%5D=vast-data&focus%5B%5D=exportly-frontier&focus%5B%5D=composable-dataops)

Ultimate X

Who Is the Company Behind Ultimate X?

  • Seller: Vcinity
  • Year Founded: 2018
  • HQ Location: San Jose, US
  • LinkedIn® Page: www.linkedin.com
    41 employees on LinkedIn®

Unitrends Backup and Recovery

Unitrends Data Center Backup and Recovery offers a Unified BCDR solution enabling our users to address the challenges of today with a complete, agile solution designed to backup, secure and recover all workloads. The platform encompasses protection for traditional data center infrastructure as well as cloud-based IaaS workloads, SaaS applications and the data being generated on endpoint devices such as laptops and PCs. Purposeful integrations with security tools provide end-to-end protection against cybercrime and human error, while automation and artificial intelligence is injected into the platform to simplify complex systems and provide a unified experience with visibility across a complete backup infrastructure.

Average Rating: 4.2/5.0

Total Reviews: 447

Who Is the Company Behind Unitrends Backup and Recovery?

  • Seller: Kaseya
  • Company Website:
  • Year Founded: 2000
  • HQ Location: Miami, FL
  • LinkedIn® Page: www.linkedin.com
    5,483 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: IT Manager, Network Administrator
  • Top Industries: Information Technology and Services, Hospital & Health Care
  • Company Size: 61% Medium, 29% Small

What Do G2 Reviewers Say About Unitrends Backup and Recovery?

AI-generated summary from verified user reviews

Pros
  • Users appreciate the flawless backup performance of Unitrends Backup and Recovery, ensuring efficient and reliable data management.
  • Users value the reliability of Unitrends Backup and Recovery, appreciating its robust performance and excellent support.
  • Users praise the exceptional customer support of Unitrends, highlighting its responsiveness and knowledgeable assistance.
  • Users value the intuitive user interface for managing backups smoothly and effectively, enhancing their overall experience.
  • Users praise the reliable backup frequency of Unitrends, noting that backups consistently function without issues.
Cons
  • Users experience poor customer support with Unitrends after Kaseya's acquisition, leading to frustrating delays and language barriers.
  • Users often face backup issues, including setup difficulties, troubleshooting challenges, and an unintuitive dashboard experience.
  • Users feel the product needs improved user-friendliness and better customization for a smoother experience.
  • Users express frustration with poor interface design, citing difficulties in navigation and essential task management.
  • Users report missing features like an unintuitive UI and inadequate troubleshooting support, leading to daily frustrations.

What Are Recent G2 Reviews of Unitrends Backup and Recovery?

What Are G2 Users Discussing About Unitrends Backup and Recovery?

Unitrends MSP

Who Is the Company Behind Unitrends MSP?

  • Seller: Kaseya
  • Year Founded: 2000
  • HQ Location: Miami, FL
  • LinkedIn® Page: www.linkedin.com
    5,483 employees on LinkedIn®

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Validis

Validis is an open data platform that connects seamlessly to every major accounting package, providing on-demand data to lenders, asset managers, auditors and accountants.

Average Rating: 4.5/5.0

Total Reviews: 4

Who Is the Company Behind Validis?

  • Seller: Validis
  • Year Founded: 2016
  • HQ Location: London, GB
  • LinkedIn® Page: www.linkedin.com
    69 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 75% Small, 25% Medium

What Are Recent G2 Reviews of Validis?

What Are G2 Users Discussing About Validis?

Vantage

Vantage Technologies is a UK-based SaaS provider delivering governance, risk, and compliance solutions for healthcare and charity organisations. Our mission is simple yet powerful: to help organisations save time, reduce administrative burden, and maintain the highest standards of safety and compliance through intuitive, affordable, and adaptable software. Our platform is modular and highly configurable, designed to fit seamlessly into your existing processes. Whether you need incident management, risk registers, audit and inspection tools, or CQC compliance tracking, Vantage provides a tailored solution that evolves with your organisation. By replacing manual spreadsheets and paper-based systems, we streamline operations and empower teams to focus on what matters most—delivering exceptional care. Trusted by over 150 healthcare providers, hospices, and charities across the UK, Vantage Technologies offers a comprehensive suite of tools for governance and operational excellence. Each module is built with flexibility in mind, enabling custom workflows, automated notifications, and real-time dashboards that provide actionable insights. Key Features Incident & Risk Management Audit & Inspection Automation CQC Compliance Tracking Asset & Contractor Oversight COSHH & Risk Assessments Policy & Document Management What sets us apart is our customer-led development approach. We work closely with clients to understand their workflows and reporting needs, tailoring modules to deliver maximum value. From audit automation to policy management, our tools are designed to reduce risk, improve accountability, and enhance organisational resilience. With unlimited user licences and a tiered pricing structure, Vantage offers scalability for organisations of all sizes. Our commitment to innovation, adaptability, and customer success drives everything we do. If you’re looking for a partner to help you achieve compliance, optimise processes, and unlock efficiency, Vantage Technologies is here to support your journey.

Average Rating: 4.8/5.0

Total Reviews: 3

Who Is the Company Behind Vantage?

Who Uses This Product?

  • Company Size: 67% Medium

What Do G2 Reviewers Say About Vantage?

AI-generated summary from verified user reviews

Pros
  • Users value Vantage for its customization capabilities, enhancing operational efficiency and aligning perfectly with unique processes.
  • Users value Vantage's excellent customer support that simplifies initial setup and aids smooth transitions to digital systems.
  • Users value the customization features of Vantage, enabling tailored solutions that align perfectly with their unique operations.
  • Users value the ease of configuration in Vantage, enabling tailored setups that enhance efficiency and user experience.
  • Users value the ease of use of Vantage, facilitating smooth transitions and intuitive module customization for diverse needs.
Cons
  • Users note integration issues with Vantage, hindering data alignment and optimizing the mobile experience.
  • Users find the steep learning curve challenging due to insufficient documentation, though improvements are underway.
  • Users desire more customization options, particularly for branding, to improve the functionality of Vantage.
  • Users note the poor documentation makes learning difficult, though improvements are anticipated from the responsive team.

What Are Recent G2 Reviews of Vantage?

Variance

Variance is built on the idea that data-driven sales is the future and the biggest thing holding sales back is not having access to customer data. Variance is about action, not analysis: you surely already have a BI tool (or three) laying around. They're great, but they're fundamentally designed to look backward and understand trends and changes. Our goal is to make all that same data operational in the moment: allowing you to take actions when your prospects and customers do. Big prospect just invite three new users onto the platform? Reach out. Mid-size customer just check out the pricing page? Good time to drop a text.

Who Is the Company Behind Variance?

  • Seller: Variance
  • Year Founded: 2021
  • HQ Location: Oaklyn, US
  • LinkedIn® Page: www.linkedin.com
    4 employees on LinkedIn®

Veeam Data Platform

Veeam’s premier product, Veeam Data Platform, is a unified solution that goes deeper on security, gets you back faster when it matters most, and expands workload protection across hypervisors and applications. Going beyond backup with best-in-class security, Veeam Data Platform is engineered to tackle the realities of today’s threat landscape. Deep threat detection backed by AI and a broad threat detection surface give your teams the business-critical tools they need to defend against evolving cyberattacks. With unmatched multicloud portability and expansive workload support, you gain the flexibility to move across hybrid and multicloud environments without disruption or lock-in. It’s protection for where you are, not where you were. For organizations looking to simplify deployment, Veeam Software Appliance gives you a pre-built, hardened, and highly available option that expands the strength of your team without adding headcount. These capabilities (and more) are what makes Veeam the #1 leader in data resilience, trusted by over 550,000 customers worldwide, including 82% of the Fortune 500.

Average Rating: 4.6/5.0

Total Reviews: 710

Who Is the Company Behind Veeam Data Platform?

  • Seller: Veeam
  • Company Website:
  • Year Founded: 2006
  • HQ Location: Kirkland, WA
  • LinkedIn® Page: www.linkedin.com
    7,515 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: IT Manager, System Administrator
  • Top Industries: Information Technology and Services, Computer & Network Security
  • Company Size: 59% Medium, 23% Small

What Do G2 Reviewers Say About Veeam Data Platform?

AI-generated summary from verified user reviews

Pros
  • Users commend the ease of use of Veeam Data Platform, enhancing reliability and ensuring seamless operations.
  • Users value the reliability and comprehensiveness of Veeam Data Platform for efficient backup and recovery solutions.
  • Users value the reliability of Veeam Data Platform, ensuring consistent data protection and swift recovery in all environments.
  • Users value the frequent backup capabilities of Veeam Data Platform, allowing for quick recovery and data integrity.
  • Users praise the easy setup of Veeam Data Platform, facilitating quick onboarding and effective backups right from the start.
Cons
  • Users experience backup issues, particularly with Linux databases and advanced features, impacting overall reliability and efficiency.
  • Users find the pricing high for smaller teams, making it less accessible despite its capabilities.
  • Users find the licensing issues complex and opaque, complicating setups and potentially leading to unexpected costs.
  • Users find the complex setup of Veeam Data Platform challenging, often needing extensive research to navigate its features.
  • Users report backup problems with Veeam Data Platform, particularly with Linux databases and cloud management inconsistencies.

What Are Recent G2 Reviews of Veeam Data Platform?

What Are G2 Users Discussing About Veeam Data Platform?

Veezoo

Veezoo is an Agentic Analytics platform engineered for trust and reliability, purpose-built to empower every business user — regardless of technical background — to ask questions about their data and receive accurate, governed, and auditable answers. Founded in 2016 as a spin-off from ETH Zurich, Veezoo has been building AI-native analytics long before large language models became mainstream, combining Agentic AI with a proprietary Knowledge Graph architecture. At the core of Veezoo is the Knowledge Graph: a semantic layer that captures a company's business ontology, KPI definitions, metrics, governance rules, and authorization logic. Unlike conventional AI analytics tools that allow language models to write SQL directly — leading to hallucinated metrics and inconsistent results — Veezoo's AI translates every natural language question into Veezoo Query Language (VQL), which is then compiled to SQL through a deterministic, rule-based process. This means the AI never touches raw database tables, business logic is always applied consistently, and every result is fully traceable and auditable. Business users interact with Veezoo through a conversational chat interface, asking questions in plain language and receiving instant, verified answers with charts, tables, and dashboards. Veezoo interprets the data, suggests next steps, and summarizes key insights. Monitoring agents can investigate anomalies and alert teams when something requires action. Every chart title, filter, and label is rendered directly from VQL — not generated by an AI — so users can verify exactly what the data shows and hover over any term to see its governed definition. For data teams, Veezoo provides a Knowledge Graph IDE for modeling semantic layers from scratch using AI, leveraging existing documentation. The platform supports version control, BI-as-Code workflows, development branches, and automated tests — following best practices of modern analytics engineering. The Knowledge Graph lives in Git, making it versioned, reviewable, and auditable without vendor lock-in. Veezoo integrates natively with 17+ databases and data warehouses including Snowflake, Google BigQuery, Databricks, Amazon Redshift, PostgreSQL, MySQL, Microsoft SQL Server, Oracle, SAP HANA, and more. It also integrates with dbt Cloud to import models, metrics, and documentation, and delivers scheduled results and alerts directly to Slack and Microsoft Teams. An MCP server allows other AI tools such as Claude, ChatGPT, and Gemini to query the governed Knowledge Graph, and a public REST API enables custom integrations, embedded analytics, and CI/CD automation. Veezoo supports embedded analytics, allowing organizations to integrate the conversational analytics experience directly into their own applications in multi-tenant environments. The platform also features customizable branding, collaborative dashboards, and export capabilities to PDF, PNG, JPEG, SVG, and Excel. Recognized as a 2024 Gartner Cool Vendor in AI Models and Natural Language Technologies, Veezoo is trusted by thousands of users at companies including AXA, Bayer, Baloise, Breitling, Valora, and Air Up. The platform is headquartered in Zurich, Switzerland, and serves organizations ranging from innovative startups to Fortune 500 enterprises across industries including insurance, retail, consumer goods, and financial services.

Average Rating: 5.0/5.0

Total Reviews: 1

Who Is the Company Behind Veezoo?

  • Seller: Veezoo
  • Company Website:
  • Year Founded: 2016
  • HQ Location: Zurich, CH
  • LinkedIn® Page: www.linkedin.com
    19 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 100% Small

What Are Recent G2 Reviews of Veezoo?

VeriAS

The data verification and scoring software that builds accurate and deliverable lists to maximize your customer interaction.

Who Is the Company Behind VeriAS?

Verodat Data Supply Chain

Verodat is a user-friendly platform that ensures your data is AI-ready. We provide the right data in the right way to power AI to give you a deeper understanding of your business.What has worked in the past for data management does not work for the AI era.A new approach is emerging that's designed to meet AI needs and built on a leaner, easier-to-implement framework. This Lean AI Data management framework is resulting in a whole new way for business teams to use AI to get a better understanding of their business.Verodat works with companies large and small who use our platform to implement Lean Data Management and activate AI Analytics in their business. Removing the need for intensive data projects and deep tech expertise.

Who Is the Company Behind Verodat Data Supply Chain?

  • Seller: Verodat
  • Year Founded: 2024
  • HQ Location: Dublin, IE
  • LinkedIn® Page: www.linkedin.com
    8 employees on LinkedIn®

VintriCORE

For energy operators seeking a flexible, cost-effective way to establish a Verified Single Source of Truth across their supply chain, vintriCORE delivers advanced data integrity, preservation, and material traceability—ensuring reliable, actionable insights. A common challenge in the energy industry is maintaining trustworthy, accessible asset data with full source traceability. vintriCORE bridges this gap by structuring all data into flexible models defined by the operator, enabling seamless cross-verification between stakeholder information and ensuring compliance with engineering, procurement, and regulatory requirements. vintriCORE audits project data to ensure complete material traceability throughout manufacturing and construction. All related documents and historical records are securely stored and linked to their respective assets for future access. By uncovering and resolving digital gaps in pipeline and facility asset data, vintriCORE enhances data quality, mitigates risk, prevents delays, and improves regulatory compliance. With a proven track record of supporting over 125 projects and $45 billion in capital energy infrastructure, vintriCORE establishes a trustworthy digital thread for assets from Day One.

Who Is the Company Behind VintriCORE?

Virio

Everyone wants to generate more leads for their B2B business, and we cracked the code. Virio is building the AI marketer that writes LinkedIn content for every employee at your company. Backed by execs from Notion, Rippling, Hubspot, and the biggest creators on LinkedIn. Book a call if you want to learn more.

Who Is the Company Behind Virio?

  • Seller: Virio
  • HQ Location: San Francisco, US
  • LinkedIn® Page: www.linkedin.com
    25 employees on LinkedIn®

VisuaLeaf

VisuaLeaf is a desktop database GUI for developers and data teams working with MongoDB and SQL databases such as PostgreSQL, MySQL, Redis, and Oracle. Browse and edit data, build queries visually for both MongoDB and SQL, or write them directly in the MongoDB shell or SQL editor. Build MongoDB aggregation pipelines, explore and design SQL schemas with ER diagrams, and turn query results into charts you can add to dashboards. You can also compare data between databases to spot differences and set up synchronization to keep datasets up to date.

Average Rating: 4.9/5.0

Total Reviews: 6

Who Is the Company Behind VisuaLeaf?

Who Uses This Product?

  • Company Size: 71% Small, 14% Large

What Are Recent G2 Reviews of VisuaLeaf?

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