Best Data Management Software - Page 19

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)

Reframe Monitor

Reframe Monitor by Reframe Data is a no-code platform designed to assist organizations and projects in monitoring their progress and effectively managing their data. Here are the key functions of Reframe Monitor: Monitoring Indicators and KPIs: The tool allows users to set up logical frameworks and indicators to track real-time progress toward achieving project or organizational goals. Data Collection: It offers capabilities for collecting and analyzing data that align with operational processes, whether it's data on activities, participants, grants, geographic areas, or other aspects. Data Analysis and Visualization: Users can create analytical dashboards tailored to their metrics, enabling them to analyze and visualize data for various purposes. Automated Reporting: Reframe Monitor supports the generation and sharing of reports based on collected data, facilitating regular reporting to partners and stakeholders. AI-based Recommendations: The tool provides AI-based recommendations for indicators and data collection fields, helping users refine their monitoring plans based on project descriptions and sector-specific insights.

Who Is the Company Behind Reframe Monitor?

Retica

Retica is a revolutionary cloud platform based on artificial intelligence, designed to automate the import of documents such as orders, invoices and delivery notes into your company management system. With Retica, you will no longer need to dedicate staff to manually entering these documents, saving time and reducing errors. Our advanced system is able to recognize texts, tables and information, regardless of the structure of the document, and convert them into data that can be read and used by your management system. This means that Retica can manage documents of various formats and layouts, making the integration process extremely flexible and adaptable to the specific needs of your company.

Who Is the Company Behind Retica?

Revefi

Revefi introduces Raden, the world's first AI Data Engineer, designed to augment data teams by automating complex data operations. Raden functions as both an Autopilot and CoPilot, assisting in ensuring high-quality data, managing data pipelines, optimizing data expenditure, and enhancing operational performance and efficiency. With a zero-touch setup, users can experience results within five minutes, achieving up to a 50% reduction in data spend and a tenfold improvement in operational efficiency.

Who Is the Company Behind Revefi?

  • Seller: Revefi
  • Year Founded: 2021
  • HQ Location: Redmond, US
  • LinkedIn® Page: www.linkedin.com
    41 employees on LinkedIn®

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How it works

Rig

Rig is an AI-native data & systems integration platform, helping clients solve the data problems blocking internal AI adoption. Typically that is migrating data warehouses or sorting out data & context in an existing warehouse, replacing legacy Tableau reporting with AI-native reports & data chat, building a data fabric across transactional systems, or supporting systems integrations across CRMs, ERPs and other core tools. Our core tooling maps out data and mines processes and workflows across transactional and analytical tools, and accelerates migrations that are normally managed on spreadsheets, reducing time and risk on SI work. We specialise in data warehouses, Salesforce (including CPQ migrations), d365 (including F&O), Hubspot, and also cover Netsuite. So we tend to work in the mid-market space where those systems are most common.

Who Is the Company Behind Rig?

Rons Data Compare

Rons Data Compare: Compare, review and synchronize CSV and tabular data files.

Who Is the Company Behind Rons Data Compare?

Ryft

Lakehouse Management Tools

Who Is the Company Behind Ryft?

  • Seller: Ryft
  • Year Founded: 2024
  • HQ Location: New York, US
  • LinkedIn® Page: www.linkedin.com
    15 employees on LinkedIn®

Sadas Engine

Sadas Engine is a columnar Database Management System able to perform more than 100 times faster than transactional DBMSs and able to carry out searches on huge quantities of data over a period even longer than 10 years. Benchmarks proved that Sadas Engine is much faster than other columnar DBMSs as well. Sadas Engine was designed to store, manage and analyze huge quantities of data, and seamlessly integrates with any data warehouse environment. It ensures exceptional performances during the phases of ETL and enquiry. Sadas Engine is specifically designed to achieve outstanding performances in Data Warehouse environments, making access to information easy and quick. It is able to simplify structures and procedures without overlooking efficiency and quality of performances.

Who Is the Company Behind Sadas Engine?

SAP BW/4HANA

SAP BW/4HANA is a next-generation data warehouse solution. It is specifically designed to use the advanced in-memory capabilities of the SAP HANA platform. For example, SAP BW/HANA can integrate many different data sources to provide a single, logical view of all the data. This could include data contained in SAP and non-SAP applications running on-premise or in the cloud, and data lakes, such as those contained in the Apache Hadoop open-source software framework. With SAP BW/4HANA, IT organizations can become the hero, providing business users with real-time analytics, tailored analytical applications, and intelligent automated support for business processes based on data from SAP and non-SAP line-of-business applications.

Average Rating: 4.0/5.0

Total Reviews: 15

Who Is the Company Behind SAP BW/4HANA?

  • Seller: SAP
  • Year Founded: 1972
  • HQ Location: Walldorf
  • LinkedIn® Page: www.linkedin.com
    149,349 employees on LinkedIn®
  • Ownership: NYSE:SAP
  • Phone: +1 (800) 872-1727

Who Uses This Product?

  • Company Size: 68% Large, 16% Medium

What Are Recent G2 Reviews of SAP BW/4HANA?

SAP Data Services

SAP Data Services is a comprehensive enterprise solution designed to enhance data integration, quality, and cleansing across organizations. As part of the SAP Business Technology Platform, it ensures that businesses have access to trusted, relevant, and timely information, thereby facilitating improved decision-making and operational efficiency. The software supports both structured and unstructured data, enabling seamless integration from various SAP and third-party sources, whether on-premises or in the cloud. By transforming raw data into a reliable resource, SAP Data Services helps streamline processes and maximize organizational efficiency. Key Features and Functionality: - Universal Data Access: Integrate data from all enterprise sources and targets using built-in, native connectors, ensuring comprehensive data accessibility. - Native-Text Data Processing: Extract meaningful insights from unstructured text data, enhancing business intelligence capabilities. - Intuitive User Interfaces: Standardize, correct, and match data with ease, reducing duplicates and identifying relationships through user-friendly interfaces. - Data Quality Dashboards: Monitor and visualize the impact of data quality issues across downstream systems and applications, facilitating proactive management. - Simplified Data Governance: Utilize a centralized business rule repository and object reuse to transform various data types, promoting consistent data governance. - High Performance and Scalability: Address high-volume data needs with parallel processing, grid computing, and bulk data loading capabilities, ensuring efficient data handling. Primary Value and User Solutions: SAP Data Services empowers organizations to unlock the full potential of their data by providing a unified platform for data integration and quality management. It addresses common challenges such as data silos, inconsistent data quality, and complex data landscapes by offering tools that standardize and cleanse data, reduce redundancies, and identify relationships. This leads to improved decision-making, operational efficiency, and a comprehensive view of business information. By connecting critical data across various environments—on-premises, cloud, or big data platforms—SAP Data Services enables businesses to discover valuable insights and drive better outcomes.

Average Rating: 4.7/5.0

Total Reviews: 10

Who Is the Company Behind SAP Data Services?

  • Seller: SAP
  • Year Founded: 1972
  • HQ Location: Walldorf
  • LinkedIn® Page: www.linkedin.com
    149,349 employees on LinkedIn®
  • Ownership: NYSE:SAP
  • Phone: +1 (800) 872-1727

Who Uses This Product?

  • Top Industries: Information Technology and Services
  • Company Size: 64% Large, 27% Small

What Do G2 Reviewers Say About SAP Data Services?

AI-generated summary from verified user reviews

Pros
  • Users find SAP Data Services to be very user friendly, enabling quick learning and smooth implementation.
  • Users appreciate the 24-hour customer support of SAP Data Services, enhancing their overall experience and satisfaction.
  • Users value the easy integrations of SAP Data Services, enabling seamless connectivity with various platforms and agencies.
  • Users appreciate the implementation ease of SAP Data Services, finding it smooth and user-friendly for corporate operations.
  • Users appreciate the easy integration with government agencies through SAP Data Services, streamlining corporate operations efficiently.
Cons
  • Users find the new graphic UI confusing, but they still manage to use the system effectively.
  • Users find the learning curve steep, needing significant training to use SAP Data Services effectively.
  • Users find that the tool necessitates extensive training before they can work effectively with SAP Data Services.

What Are Recent G2 Reviews of SAP Data Services?

SAP PowerDesigner

Plan and manage complex business transformation initiatives with SAP PowerDesigner. The software’s data modeling tools let you build a blueprint of your current enterprise architecture and visualize the impact of change before it happens. Automatically capture architecture layers and requirements, tap into a powerful metadata repository, and share discoveries with your team.

Average Rating: 4.3/5.0

Total Reviews: 26

Who Is the Company Behind SAP PowerDesigner?

  • Seller: SAP
  • Year Founded: 1972
  • HQ Location: Walldorf
  • LinkedIn® Page: www.linkedin.com
    149,349 employees on LinkedIn®
  • Ownership: NYSE:SAP
  • Phone: +1 (800) 872-1727

Who Uses This Product?

  • Company Size: 45% Large, 41% Medium

What Are Recent G2 Reviews of SAP PowerDesigner?

What Are G2 Users Discussing About SAP PowerDesigner?

Scal-e

Scal-e helps brands deliver the right message, at the right time, to the right person and through the right channel. Via the implementation of a 100% tailor-made DataMart, makes it possible to capture all the data and organize them around unified profiles in order to personalize omnichannel interactions and to have relevant, reliable and actionable information available in real time.

Who Is the Company Behind Scal-e?

  • Seller: Scal-e
  • Year Founded: 2007
  • HQ Location: Paris, FR
  • LinkedIn® Page: www.linkedin.com
    29 employees on LinkedIn®
Shalaka Joshi
SJ
Researched and written by Shalaka Joshi
Updated May 14, 2025