Best Data Management Software - Page 22

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)

Tenkai

Who Is the Company Behind Tenkai?

  • Seller: Tenkai
  • Year Founded: 2025
  • HQ Location: Athens, GR
  • LinkedIn® Page: www.linkedin.com
    2 employees on LinkedIn®

TeqNext

Who Is the Company Behind TeqNext?

  • Seller: Teqfocus
  • Year Founded: 2012
  • HQ Location: Sacramento, US
  • LinkedIn® Page: www.linkedin.com
    199 employees on LinkedIn®

Terac

Terac is an expert network and workflow platform that helps companies source, vet, and manage specialized professionals for AI training, evaluations, and research projects. Companies use Terac to quickly access vetted experts across fields like healthcare, finance, legal, accounting, and software engineering - then manage everything from matching and onboarding to task delivery, quality review, and payouts in one platform. Terac helps AI labs, research teams, and enterprises collect high-quality human expertise for workflows where generic crowdsourcing platforms fall short. Our platform combines: Expert sourcing and verification Domain-specific matching Structured task workflows Quality assurance Global payouts and operations management Whether a company needs healthcare professionals reviewing medical scenarios, finance experts evaluating investment prompts, or engineers improving AI outputs, Terac makes it easy to scale expert-powered workflows globally.

Who Is the Company Behind Terac?

  • Seller: Terac
  • Year Founded: 2025
  • HQ Location: San Francisco, US
  • LinkedIn® Page: www.linkedin.com
    24 employees on LinkedIn®

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

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Tesora

Who Is the Company Behind Tesora?

  • Seller: Tesora
  • Year Founded: 2025
  • HQ Location: San Francisco, US
  • LinkedIn® Page: www.linkedin.com
    7 employees on LinkedIn®

THG Energy Intelligence Software

THG Energy creates cost-savings, conserves resources, and lowers client's risk through actionable energy analytics, sustainability reporting, and automated energy management.

Who Is the Company Behind THG Energy Intelligence Software?

Think!EHR Platform

THINK!EHR PLATFORM, build semantically interoperable applications, enterprise clinical information systems and apps for modern mobile devices.

Who Is the Company Behind Think!EHR Platform?

  • Seller: Marand
  • Year Founded: 1989
  • HQ Location: Ljubljana, SI
  • LinkedIn® Page: linkedin.com
    65 employees on LinkedIn®

Thinknum

As economic activity comes online, new data trails are left behind. Thinknum’s proprietary machine learning algorithms index the public web in real-time, to create more than two dozen structured datasets. We track job listings, headcount, social media traction, employee sentiment, product pricing, store locations, and more for over 500,000+ public and private companies around the world. Customers access our data via an API or a user-friendly UI. No other web data vendor can match the breadth, depth, and quality of our historical and real-time data.

Who Is the Company Behind Thinknum?

  • Seller: Thinknum
  • Year Founded: 2014
  • HQ Location: New York, US
  • LinkedIn® Page: www.linkedin.com
    8 employees on LinkedIn®

TikeanDQ

Tikean provides the best practices to execute your daily operations, ensure smooth business processes and minimal manual data maintenance effort. Ideally, you will get an instant view of all domain/dimension data and its quality status within your ecosystem in just one glance. For example, TikeanDB plugs into SAP organization structures by default and easily provides quality control over global and local data elements (a must-have e.g., for the manufacturing industry to speed up, and ensure the supply process flows!) High-level features contain: 1. Data modelling and Ingestion Dynamic data modelling makes it easy to provision any data domain and source to TikeanDQ. Rich feature set supports merging data from multiple origins and legacy systems into domain views. 2. Fine grained access control Tikean supports commonly used corporate authentication methods and standards. Control data visibility according to corporate policies. 3. Reporting and dashboards Create and maintain meaningful reports, share and distribute with selected audiences. Provide visual insights for fast decision making on corporate functions. 4. Requlatory compliance Meet the compliance requirements with trusted data analysis and insights. Validate the corporate data asset accuracy and timeliness for e.g. GDPR regulation capability. 5. Business rule wizard​ Dynamic data modelling makes it easy to provision any data domain and source to TikeanDQ. Rich feature set supports merging data from multiple origins and legacy systems into domain views. 6. Superfast data views Superfast data queries with no technical skills needed. Combine data from multiple origins into shareable and re-usable views. 7. Reference data Maintain and distribute corporate reference data throughout the corporate functions, using Tikean Reference Data solution (separate subscription module). 8. No-code, logical rule editor Yess, you can make the needed data modelling and configuration without a single line of code. This means that you don't need a coder to assign the rules. Also, the changes can be run immediately. 9. Powerful data validation Set business rules to provide continuous corporate data quality details and metrics. Ingest and validate also temporary (e.g. migration) data sources against corporate data rules. 10. Smooth user experience The intuitive and easy-to-use interface promotes easy system adaptation and use in multiple audiences, including the Business people. 11. Data quality ownership Deploy and Maintain Data Governance specific ownerships to your data assets. Subscribe selected datasets and error reports for the respective stakeholders. 12. Cloud optimized Responsibility from both the costing and environment point-of-view. When ever resources are needed, the solution reserves them and when not, the solution releases them, enabling power and cost savings.

Average Rating: 4.3/5.0

Total Reviews: 2

Who Is the Company Behind TikeanDQ?

  • Seller: Tikean
  • Year Founded: 2017
  • HQ Location: Helsinki, FI
  • LinkedIn® Page: www.linkedin.com
    3 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 100% Large

What Are Recent G2 Reviews of TikeanDQ?

TIMi

TIMi is the most efficient Data Science and Data Processing Platform. Since 2007, we have been creating and improving the most powerful framework to push the barriers of analytics, predictive analytics, AI and Big Data, while offering a helpful, fast and friendly environment. The TIMi Suite consists of four tools: 1. Anatella (Analytical ETL, Data Prep & Big Data), 2. Modeler (Auto-ML / Automated Predictive Modelling / Automated-AI), 3. StarDust (3D Segmentation) 4. Kibella (BI Dashboarding solution). TIMi dominates the Data Science market: In the "Summer 2022 - Momentum Report” from G2, in the “Data Science” category, TIMi has the #1 rank: TIMi is the Data Science solution with both the highest market growth and the highest customer-satisfaction! More about this subject here: https://timi.eu/blog/timi-the-number-one-data-science-platform/

Average Rating: 4.8/5.0

Total Reviews: 50

Who Is the Company Behind TIMi?

Who Uses This Product?

  • Top Industries: Information Technology and Services, Banking
  • Company Size: 40% Small, 32% Large

What Do G2 Reviewers Say About TIMi?

AI-generated summary from verified user reviews

Pros
  • Users commend the exceptional customer support of TIMi, noting prompt responses and effective assistance from the team.
  • Users praise the ease of use of TIMi, noting its intuitive interface and quick learning curve.
  • Users praise the user-friendly interface and exceptional support, enhancing the overall experience with TIMi's products.
  • Users value the fast automation capabilities of TIMi's Anatella software for efficient data transformation and analysis.
  • Users admire the intuitive charting features of TIMi, enabling quick and efficient data visualization after learning the tool.

What Are Recent G2 Reviews of TIMi?

What Are G2 Users Discussing About TIMi?

Togglr

Togglr is a unique first-of-its-kind Digital Services Platform for Hybrid Multi-Cloud Management and Deployment. The platform enables users to Cloud Migrate from one Cloud provider to another or from On-Premise to a Cloud Provider. It is a collaborative Cloud system, where Migration, Disaster recovery & Backup, Orchestration and Analytical functionalities are managed and interfaced on a single digital platform. This all-in-one digital Cloud model enables a dynamic digital transformation apart from reducing data loss and downtime. Our seamless Migration system facilitates to Migrate & to Manage Hybrid workload across multiple Clouds or Data Centres.

Average Rating: 5.0/5.0

Total Reviews: 14

Who Is the Company Behind Togglr?

Who Uses This Product?

  • Company Size: 93% Small, 50% Medium

What Do G2 Reviewers Say About Togglr?

AI-generated summary from verified user reviews

Pros
  • Users value Togglr for its effective cloud management, streamlining control and enhancing compliance across multiple providers.
  • Users appreciate the ease of use of Togglr, making cloud activities simple and efficient.
  • Users value the high-level security provided by Togglr, effectively identifying threats and enhancing their cloud protection.
  • Users praise Togglr's user-friendly interface, making data management and cloud access easy and efficient.
  • Users appreciate the exceptional customer support of Togglr, ensuring smooth implementation and prompt assistance.
Cons
  • Users find the missing features like alerts and Slack integration hinder their workflow efficiency with Togglr.
  • Users find the poor customer support frustrating due to lengthy response times and delayed assistance.
  • Users find the complex configuration of Togglr challenging, often needing to stay alert to potential issues.
  • Users find adoption and configuration complicated, often struggling with the limitations of native tools and constant alerts.
  • Users find the difficult navigation of Togglr challenging, complicating adoption and configuration of the tool.

What Are Recent G2 Reviews of Togglr?

TolaData

TolaData is a monitoring and evaluation (M&E) software for NGOs and Social Enterprises. Built by a team of experienced NGO professionals, data scientists and tech innovators, TolaData harnesses the latest in technology to make M&E simpler, effective and accessible for all. Our versatile tools enable organisations to manage the complete indicator workflow in one platform - from data collection, management and analysis to designing a results framework and indicator plan to reporting progress in real time. Organisations are thus empowered to measure project performance, demonstrate results on the ground and create positive impact.

Who Is the Company Behind TolaData?

Tradebyte

Tradebyte is Europe’s Fashion & Lifestyle integrator. Built for seasonal dynamics, high-volume drops, and complex marketplace taxonomies, Tradebyte combines AI-powered automation with 15+ years of fashion-native intelligence to convert 90+ marketplace connections into predictable GMV growth. Connect Upload your catalogue once. We adapt it to every marketplace’s specs, sizes, categories, and compliance rules with no manual rework per channel. Get your catalogue live in days, not weeks, across 90+ marketplaces. Preferred integrator for Zalando and ABOUT YOU. Steer Tradebyte gives you one unified view of your multichannel performance: tailored daily insights for marketplace, country, category and product performance. Analyse GMV, return rate and item performance across all channels in one dashboard, then benchmark yourself against your competitors. Grow Get a dedicated Success Manager in your corner, not a faceless ticket queue. From onboarding to peak-season steering, work with e-commerce experts who know your brand inside out. Success-based: we win when your GMV does, predictably, year-round.

Average Rating: 0.5/5.0

Total Reviews: 1

Who Is the Company Behind Tradebyte?

  • Seller: Tradebyte
  • Year Founded: 2009
  • HQ Location: Ansbach, Bavaria, Germany
  • LinkedIn® Page: www.linkedin.com
    447 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 100% Small

What Do G2 Reviewers Say About Tradebyte?

AI-generated summary from verified user reviews

Pros
  • Users value the excellent customer support of Tradebyte, noting its responsiveness and helpful onboarding process.
Cons
  • Users find Tradebyte expensive considering the service quality, with high fees and long contract commitments.
  • Users experience integration issues with Tradebyte, struggling with API failures and lack of direct connections.
  • Users are frustrated with the missing features like API integration and outdated UI, complicating their experience.
  • Users report experiencing notification overload with Tradebyte, leading to frustration and difficulty managing alerts effectively.
  • Users criticize the not user-friendly interface of Tradebyte, citing complexity and outdated design as major concerns.

Tugger

Tugger is the AI-powered data platform that connects your business systems to the analytics and AI tools you want to use. Most businesses are sitting on a goldmine of data locked inside the platforms they use every day - job management systems, accounting software, CRM tools, and more. Getting that data out, combining it, and turning it into real answers has traditionally meant expensive developers, complex API work, and months of setup. Tugger changes that. How it works Tugger connects to your business platforms - Simpro, Xero, HubSpot, QuickBooks, and more - and automatically pulls your data into a secure, managed cloud data warehouse. No coding. No API configuration. No data warehouse setup required. We handle all of that so you don't have to. Once your data is in the warehouse, you've got two powerful ways to get answers. Ask your data anything Connect your Tugger warehouse to Claude, ChatGPT, or Gemini via our built-in MCP server and ask questions in plain English. No SQL. No formulas. No waiting for someone to build a report. Just type a question and get a real, data-backed answer in seconds. Ask things like "which jobs made money last month?" or "what's my quote conversion rate by salesperson?" - instantly, across all your connected systems at once. Power BI and Tableau dashboards For teams that want visual dashboards, Tugger connects directly to Power BI and Tableau. Pre-built report templates for the most popular connectors mean you can hit the ground running without building everything from scratch. Who uses Tugger Field service businesses use Tugger to track job profitability, technician utilisation, and quote conversion. Finance teams use it to get instant answers from Xero and QuickBooks without manual exports. Sales teams connect HubSpot for pipeline visibility and performance reporting. Accountancy practices use it to give clients self-serve access to their own data across multiple entities. Why customers choose Tugger Simple to set up - most customers are up and running in minutes, not months. Secure by design - ISO 27001 aligned, built on Microsoft Azure, with enterprise-grade data storage included in every plan. No contracts, transparent pricing, and a support team customers consistently describe as outstanding.

Average Rating: 4.8/5.0

Total Reviews: 5

Who Is the Company Behind Tugger?

  • Seller: Tugger
  • Year Founded: 2021
  • HQ Location: Bollington, GB
  • LinkedIn® Page: www.linkedin.com
    16 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 60% Small, 40% Medium

What Do G2 Reviewers Say About Tugger?

AI-generated summary from verified user reviews

Pros
  • Users commend Tugger's exceptional customer support, highlighting their dedication and expertise in resolving issues efficiently.
  • Users value Tugger's easy accessibility to insightful reports, enhancing their data experience effortlessly across platforms.
  • Users value the expertise in data extraction and BI reporting from Tugger, enhancing report accessibility and reliability.
  • Users praise Tugger for its ease of use, simplifying data integration and reporting with intuitive templates and support.
  • Users appreciate Tugger's ease of use and excellent support for seamless Power BI integration and report creation.

What Are Recent G2 Reviews of Tugger?

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