Best Data Warehouse Software

Data Warehouse Definition:

Data warehouse software acts as the central storage hub for a company’s integrated data used for analysis and future business decisions. The integrated information within data warehouses comes from all branches of a company, including sales, finance, and marketing, among others. Each of these departments may have its own repository for singular, specific, and relevant information, which are known as data marts. Data warehouses can be built in two ways, the first being a top-down design, which collects all data from the company at a granular level and then allocates the data to specific data marts, or organized sections. The other is a bottom-up approach, where the data marts are created first and then later combined to form a complete data warehouse. Data warehouses can combine data from sales force automation tools, marketing automation platforms, ERP and supply chain management suites, among other sources, to allow for the most precise analytical reporting and intelligent decision making. Businesses may also utilize predictive analytic and artificial intelligence tools to pull trends and patterns found in the data.

To qualify for inclusion within the Data Warehouse category, a product must:

  • Contain data from all branches of a company
  • The data must be integrated prior to going into the data warehouse
  • Allow users to analyze the data stored inside the data warehouse

Data Warehouse Software Grid® Overview

The best Data Warehouse Software products are determined by customer satisfaction (based on user reviews) and market presence (based on products’ scale, focus, and influence) and placed into four categories on the Grid®:
  • Products in the Leader quadrant are rated highly by G2 Crowd users and have substantial Market Presence scores.
  • High Performers are highly rated by their users, but have not yet achieved the Market Presence of the Leaders. High Performers include: ZAP (Formerly ZAP BI), Amazon Redshift, Snowflake Computing, Numetric, and Panoply
  • Contenders have significant Market Presence and resources, but have received below average user Satisfaction ratings or have not yet received a sufficient number of reviews to validate the solution. Contenders include: SAP Business Warehouse
  • Niche solutions do not have the Market Presence of the Leaders. They may have been rated positively on customer Satisfaction, but have not yet received enough reviews to validate them. Niche products include: Relational Junction, IBM PureData System for Analytics, and Oracle Exadata
G2 Crowd Grid® for Data Warehouse
Leaders
High Performers
Contenders
Niche
Relational junction
Ibm puredata system for analytics
Oracle exadata
Zap formerly zap bi
Sap business warehouse
Amazon redshift
Snowflake computing inc snowflake computing
Numetric
Panoply
Market Presence
Satisfaction
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    Data Warehouse reviews by real, verified users. Find unbiased ratings on user satisfaction, features, and price based on the most reviews available anywhere.

    Snowflake started with a clear vision: Make modern data warehousing effective, affordable and accessible to all data users. Snowflake delivers the performance, concurrency and simplicity needed to store and analyze all of an organization’s data in one location. Because traditional on-premises and cloud solutions struggle at this, Snowflake developed a new product with a new built-for-the-cloud architecture that combines the power of data warehousing, the flexibility of big data platforms, the elasticity of the cloud and live data sharing at a fraction of the cost of traditional solutions. To start using Snowflake for free, visit: https://sfc-bzops-1.snowflake.net.


    SAP Business Warehouse is a solution to help you manage business intelligence with business planning and analytical services, reporting, query, and more.


    Panoply is the world’s first Smart Cloud Data Warehouse. Panoply delivers the industry’s fastest time to insights by eliminating the development and coding typically associated with transforming, integrating, and managing data. Panoply’s proprietary AI technology automatically enriches, transforms and optimizes complex data, making it simple to gain actionable insights. The company, based in San Francisco and Tel Aviv, is privately held and funded by investors such as Intel Capital, 500 Startups, Blumberg Capital, and C5 Capital. For more information please visit https://www.panoply.io


    Numetric modern analytics solution empowers teams to turn analytics into action, by making it easy to combine and visualize data from multiple sources and limitlessly explore that data to discover opportunities to take their organization to the next level. Real-time analytics with no compromises - Numetric’s unique architecture, gives you fast data without having to sacrifice speed, timeliness, or detail. Analytics sharing made easy - Numetric makes it easy to provide a portal experience that can handle ad hoc requests, always stays secure, and can be easily layered on top of your existing stack without endangering your system performance. Data exploration to action - With powerful visualization tools that are intuitive enough for any business user yet flexible enough to handle every ad hoc request, Numetric enables business users to access and fully explore their data to gain the insights they need to take meaningful action. Data expertise focused on customer success - Numetric makes it easy for IT to say ‘yes’, and our in-house data experts make sure business users get customized, intuitive solutions that fit their specific business needs. Result: they realize time to value in weeks, not months.


    Amazon Redshift is a fast, fully managed data warehouse that makes it simple and cost-effective to analyze all your data using standard SQL and your existing Business Intelligence (BI) tools.

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    Game-changing insight that impacts business performance only happens when you analyze data by business process or team objective, as opposed to by file type or IT system. This is what ZAP enables. Our flagship product, ZAP Data Hub connects, collects and unifies business data, integrating it into a secure, governed hub and preparing it for expert analysis with BI tools such as Microsoft Power BI, Tableau and Qlik. ZAP Data Hub tackles critical data challenges, delivers value to all business functions and works with an array of apps and data sources, replacing inefficient and inaccurate manual data processing and time-consuming and expensive data warehouse projects.


    Protect and integrate your corporate data with Sesame Software’s Relational Junction suite of Enterprise Application Integration products, including best of breed solutions for Salesforce, NetSuite, and QuickBooks that leverage each platform’s specific technical requirements without the limitations of plug-ins to general purpose ETL Manager. Relational Junction provides data warehouse reporting capabilities for Cloud applications, protects valuable corporate data with recoverable backups, and enables simple or complex integration between on-premise, Cloud, and custom applications. The Relational Junction suite offers a unique approach to integration that: - Leverages existing database skills. Learn the entire product in an hour. - Supports best practices for development and testing of complex systems. - Provides a high performance, low footprint, fault-tolerant runtime environment. Products include: - Relational Junction ETL Manager -- SQL-based Extract-Transform-Load for databases, flat files, XML, and a variety of other data sources. - Relational Junction for Salesforce -- The fastest and most scalable bi-directional data replication for Salesforce.com to an on-premise database. - Relational Junction for NETSUITE -- Data replication for NETSUITE to an on-premise database. - Relational Junction Special Edition for QuickBooks -- Integration platform for Salesforce.com to QuickBooks customer & invoice creation with amazing flexibility and customization.


    Offer a fast, reliable, and cost-effective platform for data warehousing and business intelligence that is easy to scale to meet the complex reporting.


    Integrates database, server, storage and analytics into a single system with petabyte scalability. Fast analytics Provides a high-performance, massively parallel system that enables you to gain insight from your data and perform analytics on very large data volumes. Smart, efficient queries Simplifies analytics by consolidating all activity in one place, where the data resides. Simplified infrastructure Easy to deploy and manage; simplifies your data warehouse and analytic infrastructure. Does not require tuning, indexing or aggregated tables and needs minimal administration. Advanced security Enhanced data security is provided through self-encrypting drives as well as support for the Kerberos authentication protocol. Integrated platform Supports thousands of users, unifying data warehouse, Hadoop and business intelligence with advanced analytics.


    Parallel Data Warehouse offers scalability to hundreds of terabytes and high performance through a massively parallel processing architecture.


    Rubrik delivers instant application availability to hybrid cloud enterprises for recovery, search, cloud, and development. By using the market-leading Cloud Data Management platform, customers mobilize applications, automate protection policies, recover from Ransomware, search and analyze application data at scale on one platform. From days to seconds. Rubrik has been named to Gartner’s Cool Vendors in Storage Technologies, 2016, the Forbes Cloud 100, and awarded the NorthFace ScoreBoard Award.


    Equinix is a IBX data center and colocation provider, offering the fastest application performance, lowest latency routes worldwide and a digital ecosystem for financial, content or rich-media, enterprise, and cloud networks..

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    Better understand your data and cleanse, monitor, transform and deliver it. Build confidence in your data Delivers clean, consistent and timely information for your data warehouses or big data projects and applications. Create a flexible governance strategy Helps you adapt a data governance strategy to suit your organizational objectives, while shaping business information in unique ways to meet your needs. Modernize and consolidate your systems Enables you to consolidate applications, retire outdated databases and modernize your infrastructure, as well as automate business processes for improved cost savings. Connect business and IT Provides a unified platform that enables collaboration, which can help you bridge the gap between business and IT and align objectives.


    Azure SQL Data Warehouse is a cloud-based Enterprise Data Warehouse (EDW) that leverages Massively Parallel Processing (MPP) to quickly run complex queries across petabytes of data.


    DataWarehousing Engineer-to-Order product is the industry’s most comprehensive ERP and MES solution designed and developed to address industry and functional-specific applications of enterprise companies worldwide.


    DataVirtuality Platform connects any data source with all Business Intelligence tools. The software accesses, manages and integrates any database and cloud service in real-time. All, by using SQL. Combining data virtualization and Extract-Load-Transform (ELT) processes, DataVirtuality is the only solution that both enlarges and accelerates complex analyses with a minimum effort. Imprint: https://datavirtuality.com/imprint/


    FinPro Solutions empowers your organization to report, analyze, plan, and manage your data in real time. Built by finance and accounting professionals with decades of experience, our products offer a unique interface that sits entirely in a Microsoft Excel environment. No programming or special skills are necessary to use the simple drag-and-drop interface, so users of all kinds can utilize FinPro on their own without IT interaction. From our rapid implementation process to our unlimited user licensing, we strive to provide unmatched value in the industry. Straightforward enough for the busiest CFO, yet robust enough for the most demanding financial analyst or accountant! Created based on best practices and implementation expertise, FinPro is a natural solution for your business needs.


    A next generation hybrid database family with configurations that are optimized for either transactional or data warehouse workloads. Management choice Choose fully managed solutions in the cloud or a client-managed local deployment. Common technology A common SQL engine leverages existing skills while improving efficiency across transaction and analytic workloads. Transactional or data warehouse dashDB configurations can deliver an optimized stack for either data warehousing or transactional needs.


    OSIsoft delivers a PI systemfor management of real-time data and events.

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    Streamline processes and support innovations with a single, trusted source for real-time insights. Based on SAP HANA, our next-generation data warehouse solution can help you capitalize on the full value of all your data from SAP applications or third-party solutions, as well as unstructured, geospatial, or Hadoop-based.

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    Actian Vector is a relational database engine designed for high performance analytics.


    Teradata provides a complete family of purpose-built data warehouse platforms that address a full spectrum of needs ,from entry to enterprise level ,all designed to work with the proven power of the Teradata high-performance Database engine.


    Adverity DataTap is a next generation cloud-based ETL platform. DataTap combines different data streams before normalising the data to allow you to explore new correlations and discover new insights about your marketing performance. With our platform you can integrate adserver data, email data, e-commerce data, retail data, social data, databases and spreadsheets to make quicker decisions based on real data in order to optimise your return on advertising expenditure. DataTap is equipped with an extensive library of pre-built data connectors including Google Analytics, DoubleClick, AdWords, Facebook, Magento, Shopify, MySql, Oracle and so many more.


    AnswerRocket uses Search-Powered Analytics™ to give business users direct access to data. Ask natural language questions to instantly get robust data visualizations.


    Anvizent is a purpose-built solution for Manufacturing Analytics and Business Performance Management. Anvizent helps manufacturing organizations gain better visibility and control over their operations by providing a timely, unified and actionable view of data residing in disparate systems.


    Apache Flume is a service designed to efficiently collect, aggregate, and move large amounts of log data.

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    Apache Tajo is a robust big data relational and distributed data warehouse system for Apache Hadoop.

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    Attunity CloudBeam offers accelerated file transfer to cloud storage such as AWS S3



    ENDO is an open-source Blockchain protocol for safe verified data storage and transfer.


    Cloudera, based in Palo Alto, California, U.S, offers Cloudera Enterprise, a platform that includes Cloudera Analytic DB (for BI & SQL workloads based on Apache Impala), Cloudera Data Science & Engineering (for data processing and machine learning based on Apache Spark and Cloudera Data Science Workbench), and Cloudera Operational DB (for real-time data serving based on Apache HBase and Apache Kudu). Through their SDX (shared data experience) technologies, the platform provides unified security, governance, and metadata management across these workloads as well as across deployment environments. Cloudera’s platform is available on-premises; across the major cloud environments (including native object store support for S3 and ADLS); and as a managed service under the Cloudera Altus brand.

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    Relational or NoSQL, structured or unstructured, Operational DB delivers insights at the speed of business.


    Contour CPM-platform consists of financial data warehouse and applications designed for building corporate performance management solutions to make better decisions, be proactive, and ultimately boost the bottom-line.


    Springbord is a leading global information service provider that develops custom data acquisition & processing solutions for a broad spectrum of industries.


    Dynamic data mobility across existing storage platforms with virtually limitless scalability.

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    The Datavault Builder is a 4th generation Data Warehouse automation tool covering all aspects and phases of a DWH.


    IBM Db2 Warehouse on Cloud is a fully-managed, enterprise-class, cloud data warehouse service. Powered by IBM BLU Acceleration, Db2 Warehouse on Cloud provides you with unmatched query performance. The service is offered in multiple form factors: SMP for cost-effective cloud data warehousing, and MPP for high-performance parallel query processing and high availability. Db2 Warehouse on Cloud also comes packed with a suite of Netezza-like in-database analytics tools and functions so you can run your analytics jobs wherever your data resides. Get the most out of your cloud data warehouse by combining it with IBM or third-party data visualization and ETL tools.


    TX2014, TimeXtenders Data Warehouse Automation Platform, enables you to get results from business intelligence in a very short amount of time. TX2014 turns a business intelligence project into a business intelligence process with a flexible solution that can grow with the needs of your business.


    Used to administer, monitor and control production operations in a data center. Part of the Entire Systems Management suite for IT process automation. Read more


    Formation Software is a mobile forms software on iOS and Android.


    Greenplum, a division of EMC is driving the future of Big Data analytics.


    The Kalido Information Engine enables customers to deploy and maintain a data warehouse much faster than traditional hand-coding or ETL-based methods. Automation, agility and speed are the hallmarks of our technology.


    Our state-of-the-art platform enables disparate and incompatible systems to seamlessly communicate worldwide. NetDirector offers complete support for industry communications and file format options including: web services, FTP/s, HTTP/s, XML, delimited files, email and many others. The cloud-based data exchange service improves business process efficiency and standards compliance. NetDirector creates value for organizations of any size by providing speed in transaction processing, reducing partner collaboration costs and enabling greater responsiveness in serving customers. NetDirector partners with industry specific subscriber networks to provide a solution that allows them to move data and documents between trading partners securely over a single internet connection. It is highly beneficial to industries with high levels of transactions between multiple networks such as the Mortgage Banking and Healthcare industries. NetDirector now processes more than seven million data and document transactions each month.


    Advanced analytics meets traditional business intelligence with Pivotal Greenplum, the world’s first fully-featured, multi-cloud, massively parallel processing (MPP) data platform based on the open source Greenplum Database. Pivotal Greenplum provides comprehensive and integrated analytics on multi-structured data. Powered by one of the world’s most advanced cost-based query optimizers, Pivotal Greenplum delivers unmatched analytical query performance on massive volumes of data.


    With focus on mid-level MES solutions (Level 3 and 4, between ERP and PLCs) for the manufacturing sector, Sandwiched between two seemingly incompatible worlds of machine language and business language, between operations and business leadership, Autosys bridge this chasm with ease. By fetching and integrate data from anywhere : From proprietary hardware controlled imported machines, to industry standard PLCs and DCS systems, from M2M communication protocols to nation-wide networking of multiple plants, from stand-alone MES software to Enterprise wide MES with ERP integration – we can understand and execute software solutions for any system and level.


    Task Factory offers essential, high-performance components and tasks for SSIS that eliminate the need for programming.


    Tempus Resource is a real time resource management tool powered by 'What-if' simulations to model project data and efficiently allocate resources.


    Torana offers an unified platform for ETL testing and production data monitoring solution.

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    Teradata Unity is a powerful product that helps you create a synchronized and unified data warehouse environment. It routes users and queries, synchronizes databases, provides end-to-end monitoring of processes and data flows, and intelligently moves data between systems.

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    Vexata offers active data infrastructure solutions designed to enable performance at scale for the I/O intensive applications driving digital business.

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