Page 14 | Best Data Management Software for Mac of 2026

Fluentd

Fluentd Project

A single, unified logging layer is key to make log data accessible and usable. However, existing tools fall short: legacy tools are not built for new cloud APIs and microservice-oriented architecture in mind and are not innovating quickly enough. Fluentd, created by Treasure Data, solves the challenges of building a unified logging layer with a modular architecture, an extensible plugin model, and a performance optimized engine. In addition to these features, Fluentd Enterprise addresses Enterprise requirements such as Trusted Packaging. Security. Certified Enterprise Connectors, Management / Monitoring, and Enterprise SLA-Based Support, Assurance, and Enterprise Consulting Services

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LinkedAI

LinkedAi

We label your data with the higher quality standards to fulfill the needs of the most complex AI projects, using our proprietary labeling platform. Now you can get back to creating the products your customers love. We provide an end-to-end solution for image annotation with fast labeling tools, synthetic data generation, data management, automation features and annotation services on-demand with integrated tooling to accelerate and finish computer vision projects. When every pixel matters, you need accurate, AI-powered intuitive image annotation tools to support your specific use case, including instances, attributes and much more. Our in-house highly trained data labelers are able to deal with any data challenge. As your data labeling needs grow over time, you can count on us to scale the workforce necessary to meet your goals, and in contrast to crowdsourcing platforms your data quality will not suffer.

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DPR

Qvikly

Data Prep Runner (DPR) by QVIKPREP simplifies data prepping and streamlines data processing. Improve your business processes, easily compare data, and enhance data profiling. Save time prepping data for operational reporting, data analysis, and moving data between systems. Reduce risk on data integration project timelines and catch issues early through data profiling. Increase productivity for operations teams by automating data processing. Manage data prep easily and build a robust data pipeline. DPR provides checks based on past data for better accuracy. Drive transactions into your systems and use data to drive data driven test automation. DPR gets data where it needs to end up. Ensure data integration projects deliver on time. Uncover and tackle data issues early, instead of during test cycles. Validate your data with rules and repair data in the data pipeline. DPR makes comparing data between sources efficient with color-coded reports.

Starting Price: $50 per user per year

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Backtrace

Don’t let app, device, or game crashes get in the way of a great experience. Backtrace takes all the manual labor out of cross-platform crash and exception management so you can focus on shipping. Cross-platform callstack and event aggregation and monitoring. Process errors from panics, core dumps, minidumps, and during runtime across your stack with a single system. Backtrace generates structured, searchable error reports from your data. Automated analysis cuts down on time to resolution by surfacing important signals that lead engineers to crash root cause. Never worry about missing a clue with rich integrations into dashboards, notification, and workflow systems. Answer the questions that matter to you with Backtrace’s rich query engine. View a high-level overview of error frequency, prioritization, and trends across all your projects. Search through key data points and your own custom data across all your errors.

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Data Preparer

The Data Value Factory

A week's worth of manual data preparation in minutes. Reducing time to insight with intelligent data preparation. A New Approach to Data Preparation. Our Data Preparer software provides a new approach to preparing data for analysis. In Data Preparer, you describe what you need, and the software works out how to produce it. Hands-off Data Preparation. Data Preparer wrangles data without laborious hand-crafting of data preparation programs. In Data Preparer, you: Describe what you need. Provide data sources, a target structure, quality priorities and example data. The target structure and quality priorities make explicit what you need. The example data provides evidence that is used by Data Preparer to clean and integrate the data. Hand over to Data Preparer. Data Preparer explores how the data sources relate to each other and the target, and populates the target from the sources. Data Preparer explores different ways that the sources can be combined, and reformats data

Starting Price: $2500 per user per year

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Logstash

Elasticsearch

Centralize, transform & stash your data. Logstash is a free and open server-side data processing pipeline that ingests data from a multitude of sources, transforms it, and then sends it to your favorite "stash." Logstash dynamically ingests, transforms, and ships your data regardless of format or complexity. Derive structure from unstructured data with grok, decipher geo coordinates from IP addresses, anonymize or exclude sensitive fields, and ease overall processing. Data is often scattered or siloed across many systems in many formats. Logstash supports a variety of inputs that pull in events from a multitude of common sources, all at the same time. Easily ingest from your logs, metrics, web applications, data stores, and various AWS services, all in continuous, streaming fashion. Download: https://sourceforge.net/projects/logstash.mirror/

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OpenRefine

OpenRefine (previously Google Refine) is a powerful tool for working with messy data: cleaning it; transforming it from one format into another; and extending it with web services and external data. OpenRefine always keeps your data private on your own computer until you want to share or collaborate. Your private data never leaves your computer unless you want it to. (It works by running a small server on your computer and you use your web browser to interact with it). OpenRefine can help you explore large data sets with ease. You can find out more about this functionality by watching the video below. OpenRefine can be used to link and extend your dataset with various webservices. Some services also allow OpenRefine to upload your cleaned data to a central database, such as Wikidata.. A growing list of extensions and plugins is available on the wiki.

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HiBob Finance Suite

HiBob

HiBob’s Finance Suite is a modern financial planning platform that aligns people plans with financial goals. It combines financial insights and collaborative planning to give businesses a complete view of performance. Teams can analyze key metrics, track burn rate, and monitor runway using real-time dashboards. The platform integrates live headcount data to ensure accurate forecasting and budgeting. Finance and HR teams can collaborate on workforce planning and cost management with shared data. Built-in models and metrics help organizations plan confidently and adapt quickly. HiBob’s Finance Suite enables growing businesses to make smarter, faster financial decisions.

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Greenplum

Greenplum Database

Greenplum Database® is an advanced, fully featured, open source data warehouse. It provides powerful and rapid analytics on petabyte scale data volumes. Uniquely geared toward big data analytics, Greenplum Database is powered by the world’s most advanced cost-based query optimizer delivering high analytical query performance on large data volumes. Greenplum Database® project is released under the Apache 2 license. We want to thank all our current community contributors and are interested in all new potential contributions. For the Greenplum Database community no contribution is too small, we encourage all types of contributions. An open-source massively parallel data platform for analytics, machine learning and AI. Rapidly create and deploy models for complex applications in cybersecurity, predictive maintenance, risk management, fraud detection, and many other areas. Experience the fully featured, integrated, open source analytics platform.

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Memgraph

Memgraph is a high-performance, in-memory graph database that powers real-time AI context. It serves as the graph engine for GraphRAG pipelines, AI memory systems, and agentic workflows - delivering sub-millisecond multi-hop traversals with full provenance for any system that needs structured, connected context alongside semantic search. The same architecture that makes Memgraph the context layer for AI also drives real-time graph analytics across fraud detection, network analysis, infrastructure monitoring, and other operational use cases where speed and connectivity matter.

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Memstate

Build high quality, mission critical applications with real-time performance at a fraction of the time and cost. Memstate is a new. Moving data back and forth between disk and RAM is not just extremely inefficient, it requires multiple layers of complex software that can be eliminated entirely. Use Memstate to structure and manage your data in-memory, obtain transparent persistence, concurrency control and transactions with strong ACID guarantees. note: this is too techy... Make your applications 100x faster, and your developers 10x more productive. Memstate has many possible use cases but is designed primarily to handle complex OLTP workloads in a typical enterprise application. In-memory operations are orders of magnitude faster than disk operations. A single Memstate engine can execute millions of read transactions and tens of thousands of write transactions per second, all at submillisecond latency.

Starting Price: €200 per GB RAM per server

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HyperGraphDB

Kobrix Software

HyperGraphDB is a general purpose, open-source data storage mechanism based on a powerful knowledge management formalism known as directed hypergraphs. While a persistent memory model designed mostly for knowledge management, AI and semantic web projects, it can also be used as an embedded object-oriented database for Java projects of all sizes. Or a graph database, or a (non-SQL) relational database. HyperGraphDB is a storage framework based on generalized hypergraphs as its underlying data model. The unit of storage is a tuple made up of 0 or more other tuples. Each such tuple is called an atom. One could think of the data model as relational where higher-order, n-ary relationships are allowed or as graph-oriented where edges can point to an arbitrary set of nodes and other edges. Each atom has an arbitrary, strongly-typed value associated with it. The type system managing those values is embedded as a hypergraph and customizable from the ground up.

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RecallGraph

RecallGraph is a versioned-graph data store - it retains all changes that its data (vertices and edges) have gone through to reach their current state. It supports point-in-time graph traversals, letting the user query any past state of the graph just as easily as the present. RecallGraph is a potential fit for scenarios where data is best represented as a network of vertices and edges (i.e., a graph) having the following characteristics: 1. Both vertices and edges can hold properties in the form of attribute/value pairs (equivalent to JSON objects). 2. Documents (vertices/edges) mutate within their lifespan (both in their individual attributes/values and in their relations with each other). 3. Past states of documents are as important as their present, necessitating retention and queryability of their change history. Also see this blog post for an intro - https://blog.recallgraph.tech/never-lose-your-old-data-again.

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CData Connect

CData Software

CData Connect Your organization depends on real-time business and operational data to deliver actionable insights and drive growth. CData Connect is the missing link in your data value chain. CData Connect enables direct connectivity from any application that supports standard database connectivity, including popular cloud BI and ETL applications, such as: - Amazon Glue - Amazon QuickSight - Domo - Google Apps Script - Google Cloud Data Flow - Google Cloud Data Studio - Looker - Microsoft Power Apps - Microsoft Power Query - MicroStrategy Cloud - Qlik Sense Cloud - SAP Analytics Cloud - SAS Cloud - SAS Viya - Tableau Online ... and many more! CData Connect acts like a data gateway, translating SQL, and securely proxying API requests.

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Moon Modeler

Ideamerit

Moon Modeler is a powerful and user-friendly data modeling tool tailored for NoSQL databases. It supports MongoDB and Mongoose ODM out of the box, and can also be used with Amazon DocumentDB, Azure Cosmos DB, and similar document-oriented databases. Supported platforms: - MongoDB - Mongoose ODM Key features: - Data modeling and schema design - Reverse engineering from MongoDB - Support for SSH/SSL/TLS connections - Hierarchical structures, embedded documents/nested objects - Generation of interactive HTML reports - Generation of schema validation or creation scripts - Various themes and styles for reports - Multiple display modes - Support for sub-diagrams

Starting Price: $99 one-time payment

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ThoughtSpot

Now anyone can find insights hidden in their company data in seconds. Use search to analyze your data and get automated insights when you need them. ThoughtSpot lets anyone ask any questions, find insights, and drill infinitely into their company data in seconds. Stop waiting for custom reports from data experts and instantly answer ad-hoc data questions on the fly. Empower non-technical people to answer their own data questions, while you build a single source of truth with security and governance at scale. Maximize the value of your cloud data warehouse and accelerate speed-to-insight for everyone across your business. Democratize access to insights in minutes and transform the way your company uses data. See how the most innovative organizations use ThoughtSpot to get more value from their data. Deploy as SaaS or software in your virtual private cloud. AI-driven insights so you know sooner.

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Alchem-e Dashboard

Racami

Alchem-e integrates a graphically rich dashboard for command and control of the operation, and a rapid setup of automated processes; along with, an advanced workflow management system that tracks activity, automates tasks, secures data and empowers people with the tools and information they need to do their jobs better. It's well-suited for in-house print production centers, service providers and marketing organizations. Features a graphically rich user interface coupled with the insight tools needed to manage document production and distribution. Specific modules are designed so you can monitor the pulse of your operations and stay in constant connection with customers. For your enterprise production, metrics provide quick, consolidated views into important KPIs including operational processing, omni-channel distribution, service-level administration, sales & financial performance and more.

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Fasoo Data Radar

Fasoo

Fasoo Data Radar (FDR) is a data discovery and classification solution that helps organizations locate, analyze, and manage sensitive unstructured data across on-premise servers, cloud storage, and endpoints. It scans and classifies files based on keywords, regex patterns, file formats, and other predefined policies, ensuring organizations maintain control over critical information. With real-time monitoring and centralized policy enforcement, FDR enhances data security by identifying risks, preventing unauthorized access, and assisting with compliance requirements such as GDPR, HIPAA, and CCPA. Its integration with enterprise security frameworks allows organizations to apply consistent data protection policies while improving operation workflows. By automating data classification and governance, FDR increases efficiency and enhances data visibility for security and compliance management.

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Actian Zen

Actian

Actian Zen is an embedded, high-performance, and low-maintenance database management system designed for edge applications, mobile devices, and IoT environments. It offers a seamless integration of SQL and NoSQL data models, providing flexibility for developers working with structured and unstructured data. Actian Zen is known for its small footprint, scalability, and high reliability, making it ideal for resource-constrained environments where consistent performance and minimal administrative overhead are essential. With built-in security features and a self-tuning architecture, it supports real-time data processing and analytics without the need for constant monitoring or maintenance. Actian Zen is widely used in industries like healthcare, retail, and manufacturing, where edge computing and distributed data environments are critical for business operations.

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pgAdmin

pgAdmin is a free software project released under the PostgreSQL/Artistic licence. The software is available in source and binary format from the PostgreSQL mirror network. Because compiling from source requires technical knowledge, we recommend installing binary packages whenever possible. pgAdmin is the most popular and feature rich Open Source administration and development platform for PostgreSQL, the most advanced Open Source database in the world. pgAdmin is a management tool for PostgreSQL and derivative relational databases such as EnterpriseDB's EDB Advanced Server. It may be run either as a web or desktop application. As pgAdmin is a web application, it can only interact with the local filesystem in ways that are allowed by modern web browsers. This limits what is possible for security; essentially files can only be "downloaded" or "uploaded" (through a form).

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PSequel

PostgreSQL GUI tool for macOS. PSequel provides a clean and simple interface for you to perform common PostgreSQL tasks quickly. pgAdmin is great for its feature-richness. However, its UI is clumsy and complicated. There is a list of PostgreSQL GUI Tools. However, they are either web-based, Java-based or don't support the features some want. In the good old MySQL world, the best client is Sequel Pro, but its support for PostgreSQL doesn't seem to be happening. So, we decided to make one. PSequel is written from scratch in Swift 2, although PSequel's UI is highly inspired by Sequel Pro. PSequel is being developed in our spare time. By supporting macOS 10.10+ only, the codebase can be kept simpler and save time by not testing it in older versions of macOS. And, less code, less bugs. PSequel is still in its early stage.

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SQLyog

Webyog

A Powerful MySQL Development and Administration Solution. SQLyog Ultimate enables database developers, administrators, and architects to visually compare, optimize, and document schemas. SQLyog Ultimate includes a power tool to automate and schedule the synchronization of data between two MySQL hosts. Create the job definition file using the interactive wizard. The tool does not require any installation on the MySQL hosts. You can use any host to run the tool. SQLyog Ultimate includes a power tool to interactively synchronize data. Run the tool in attended mode to compare data from source and target before taking action. Using the intuitive display, compare data on source and target for every row to decide whether it should be synchronized in which direction. SQLyog Ultimate includes a power tool to interactively compare and synchronize schema. View the differences between tables, indexes, columns, and routines of two databases.

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DBAmp

CData Software

DBAmp is the ultimate Salesforce integration solution for any SQL DBA. With DBAmp, you can easily access all your Salesforce data in real-time using standard SQL. For many organizations, SQL Server plays a critical role in BI and operational reporting. Using DBAmp, you can extend the same SQL Server integrations you’ve built for BI, analytics, and reporting to Salesforce data. - Enable Salesforce BI, analytics, & reporting from any tool through SQL Server - Connect data from internal systems with Salesforce in real-time - Build reports that combine live data across SQL Server and Salesforce to deliver up-to-the-minute insights You can quickly build integrations using T-SQL to perform real-time lookup and load operations. Access Salesforce data in real-time with SQL Select statements or make local copies of Salesforce data into a local SQL database.

Starting Price: $2,495/yr

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QUALO

Advanced Metrics

QUALO is a scalable, cloud-based software platform that addresses common data output and visualization challenges in behavioral health, community health, and healthcare, providing valuable insights without overwhelming clients, staff, administrators, and funders. The system combines data collection tools with customized evidence-based practice supports, ensuring the right information is collected at the right time. Additionally, it incorporates care coordination features that are specifically catered to meet the needs of human service providers. QUALO was built to integrate with other systems, including electronic health records, as a single point of data entry to augment the inherent data output and visualization limitations EHRs often present. Plus, QUALO’s responsive mobile friendly design ensures the platform can be accessed from any device, streamlining the entire data collection process.

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QVscribe

QRA

QVscribe, QRA's flagship product, unifies stakeholders by ensuring clear, concise artifacts. It automatically evaluates requirements, identifies risks, and guides engineers to address them. QVscribe simplifies artifact management by eliminating errors and verifying compliance with quality and industry standards. QVscribe Features: Glossary Integration: QVscribe now adds a fourth dimension by ensuring consistency across teams using different authoring tools. Term definitions appear alongside Quality Alerts, Warnings, and EARS Conformance checks within the project context. Customizable Configurations: Tailor QVscribe to meet specific verification needs for requirements, including business and system documents. This flexibility helps identify issues early before estimates or development progress. Integrated Guidance: QVscribe offers real-time recommendations during the editing process, helping authors effortlessly correct problem requirements and improve their quality.

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Enformion

Founded by a team of industry pioneers and experts in data technology with over two decades of experience, Enformion’s data repository comprises more than 6,000 data sources and 120 billion records available via a cloud-based platform, API, and batch processing. Using state-of-the-art artificial intelligence (AI) and machine learning (ML), we provide an unparalleled and comprehensive view of people, businesses, assets, and their interrelationships. Our family of solutions empower businesses throughout the United States to make informed decisions that maximize knowledge, improve efficiencies, and better serve the needs of their clients. Enformion’s data provides actionable intelligence for Financial Services, Retail and eCommerce, Accounts Receivable Management, Legal, and Government Agencies, including: Identity Verification, Fraud and Risk Detection, and Collections & Investigations.

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SQL Workbench

SQL Workbench/J is a free, DBMS-independent, cross-platform SQL query tool. It is written in Java and should run on any operating system that provides a Java Runtime Environment. Its main focus is on running SQL scripts (either interactively or as a batch) and export/import features. Graphical query building or more advanced DBA tasks are not the focus and are not planned. Powerful export command to write text files (aka "CSV"), XML, HTML or SQL (including BLOB data). All user tables can be exported into a directory with a single command. Export files can be compressed "on-the-fly". Powerful text, XML and spreadsheet import. A set of files (including compressed files) can be imported from a directory with a single command. Foreign key constraints are detected to insert the data in the correct order. Compare two database schemas for differences. The XML output can be transformed into the approriate SQL ALTER statements using XSLT.

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IRI Voracity

IRI, The CoSort Company

Voracity is the only high-performance, all-in-one data management platform accelerating AND consolidating the key activities of data discovery, integration, migration, governance, and analytics. Voracity helps you control your data in every stage of the lifecycle, and extract maximum value from it. Only in Voracity can you: 1) CLASSIFY, profile and diagram enterprise data sources 2) Speed or LEAVE legacy sort and ETL tools 3) MIGRATE data to modernize and WRANGLE data to analyze 4) FIND PII everywhere and consistently MASK it for referential integrity 5) Score re-ID risk and ANONYMIZE quasi-identifiers 6) Create and manage DB subsets or intelligently synthesize TEST data 7) Package, protect and provision BIG data 8) Validate, scrub, enrich and unify data to improve its QUALITY 9) Manage metadata and MASTER data. Use Voracity to comply with data privacy laws, de-muck and govern the data lake, improve the reliability of your analytics, and create safe, smart test data

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IRI Fast Extract (FACT)

IRI, The CoSort Company

IRI FACT™ (Fast Extract) rapidly unloads large tables to external files using DB-native APIs, SQL SELECT syntax, and a choice of split (parallel) query methods. Unlike other database unload methods (e.g., Oracle data pump), FACT creates portable flat files. Your 'dump-table-to-file' data is thus quickly available for any purpose, including: reorgs, transforms, pre-load sorting, migrations, change and summary reporting, ETL, replication, testing, and protection. If you also use the IRI Voracity platform or IRI CoSort product, you can use their core SortCL program to perform or accelerate all these post-extraction steps at once. But you do not have to use SortCL; i.e., once the data are in flat files, you can do anything you want with them. FACT's extract performance is second to none. Using superior connection protocols, parallel hints and queries, and a variety of other proprietary techniques, FACT's unload rate is much faster than database spool or export functions.

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Paragon Drive Copy Professional

Paragon Software

Migrate your data or home OS, from any source to any target. Available as part of Hard Disk Manager! Create backups, manage partitions, migrate data. Migrate the OS to a new PC, start working right away. Clone your OS to a USB flash drive and use it anywhere. Keep your disk properly organized, create backups and migrate data with ease. Clone your hard disk to a larger drive, migrate your laptop to a new hard drive. Copy or restore data to a hard disk with a different sector size. Migrate Windows to new storage devices, backup and restore the system and data. Full range of copy operations, copy hard disk entirely or a partition separately. Copy or restore the contents of a 512-byte hard disk to a 4k hard disk with no extra actions required. Migrate any Windows OS from Windows 7 onwards, from HDD to a high-performance SSD. Exclude data you don’t want to copy. Perform partitioning operations to keep disks properly organized.

Starting Price: $79.95 one-time payment

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Best Data Management Software for Mac - Page 14

Compare the Top Data Management Software for Mac as of May 2026 - Page 14

Fluentd

LinkedAI

DPR

Backtrace

Data Preparer

Logstash

OpenRefine

HiBob Finance Suite

Greenplum

Memgraph

Memstate

HyperGraphDB

RecallGraph

CData Connect

Moon Modeler

ThoughtSpot

Alchem-e Dashboard

Fasoo Data Radar

Actian Zen

pgAdmin

PSequel

SQLyog

DBAmp

QUALO

QVscribe

Enformion

SQL Workbench

IRI Voracity

IRI Fast Extract (FACT)

Paragon Drive Copy Professional

Best Data Management Software for Mac - Page 14

Compare the Top Data Management Software for Mac as of May 2026 - Page 14

Fluentd

LinkedAI

DPR

Backtrace

Data Preparer

Logstash

OpenRefine

HiBob Finance Suite

Greenplum

Memgraph

Memstate

HyperGraphDB

RecallGraph

CData Connect

Moon Modeler

ThoughtSpot

Alchem-e Dashboard

Fasoo Data Radar

Actian Zen

pgAdmin

PSequel

SQLyog

DBAmp

QUALO

QVscribe

Enformion

SQL Workbench

IRI Voracity

IRI Fast Extract (FACT)

Paragon Drive Copy Professional

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