Best Data Warehouse Software

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. Leaders include: Google BigQuery
  • High Performers are highly rated by their users, but have not yet achieved the Market Presence of the Leaders High Performers include: Relational Junction, ZAP (Formerly ZAP BI), 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 and Amazon Redshift
  • 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: IBM PureData System for Analytics and Oracle Exadata
G2 Crowd Grid® for Data Warehouse
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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.

    BigQuery is Google's fully managed, petabyte scale, low cost enterprise data warehouse for analytics. BigQuery is serverless. There is no infrastructure to manage and you don't need a database administrator, so you can focus on analyzing data to find meaningful insights using familiar SQL. BigQuery is a powerful Big Data analytics platform used by all types of organizations, from startups to Fortune 500 companies.


    Snowflake started with a clear vision: Make modern data warehousing effective, affordable and accessible to all data users. Snowflake enables the data-driven enterprise with instant elasticity, secure data sharing and per-second pricing, across multiple clouds. 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 and the elasticity of the cloud at a fraction of the cost of traditional solutions. Snowflake: Your data, no limits. To start using Snowflake for free, visit: https://trial.snowflake.net/


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


    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.


    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.


    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.


    Insights was specifically built for marketers and agencies to stay ahead of their business. Customised dashboards provide you with a real-time overview of your marketing performance, and allow you to connect the right data, in the right dashboards for the right people. Much more than just a few shiny charts. Based on the integrated and clean data stack provided by Adverity DataTap, you click – not code – your way to compelling marketing insights within seconds. Insights supports an unlimited number of metrics, KPIs and dimensions. Whatever you need will be available, and if it’s not, you can create it on-the-fly. Simply choose your data segments and uncover actionable insights quicker than you’ll ever imagine. The times of endless data-wrangling in spreadsheets are gone forever. No matter where data originates from, you’ll have instant access to all your data without having to create new models or cleanse your data."


    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.


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


    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.


    The PI System is an enterprise infrastructure for management of real-time data and events with tools and features to help you manage your data and more.


    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.


    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.


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


    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.


    Data Virtuality provides data integration solutions that help companies to easily connect and manage their data from multiple data sources such as APIs, databases and flat files. The revolutionary single source of data truth platform combines data virtualization and automated ETL. In this way not only is data management simplified but data integration efforts are significantly reduced – by up to 80%. Imprint: https://datavirtuality.com/imprint/


    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.


    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.


    IBM Db2 Warehouse on Cloud is an elastic, fully-managed cloud data warehouse service that is powered by IBM BLU Acceleration technology for increased performance and optimization of analytics at a massive scale.


    HPE Vertica Analytics Platform is designed to manage large, fast-growing volumes of data and provide very fast query performance when used for data warehouses and other query-intensive applications. This database and platform will drastically improve query performance over traditional relational database systems, provide high-availability, and petabyte scalability on commodity enterprise servers. Its design features include: • Column-oriented storage organization, which increases performance of queries. • Standard SQL interface with many analytics capabilities built-in, such as time series gap filing/interpolation, event-based windowing and sessionization, pattern matching, event series joins, statistical computation (e.g., regression analysis), and geospatial analysis. • Compression, which reduces storage costs and I/O bandwidth. High compression is possible because columns of homogeneous datatype are stored together and because updates to the main store are batched. • Shared nothing architecture, which reduces system contention for shared resources and allows gradual degradation of performance in the face of hardware failure. • Easy to use and maintain through automated data replication, server recovery, query optimization, and storage optimization. • Support for standard programming interfaces ODBC, JDBC, ADO.NET, and OLEDB. • Integration to Hadoop with the capability to perform analytics on ORC and Parquet files directly.


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


    ApsaraDB HybridDB for PostgreSQL is an online MPP (Massively Parallel Processing) data warehousing service based on the open source Greenplum Database


    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.


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


    Attunity Visibility enables in-depth, multi-dimensional analysis of data warehouse and Hadoop environments


    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.


    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.


    DataArchiva whitepaper features a comprehensive list of technical resources covering topics such as Salesforce data archival, data storage, data security etc.


    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.


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


    Dremio is a data analysis software. It is self-service data platform provided that users discover, accelerate and share data at any time.


    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.


    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.


    Analyze the performance of your marketing. Improve your team’s responsiveness by identifying issues and capitalizing on opportunities for optimization.


    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.


    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.


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


    Deliver new data infrastructure and big data integration projects to the business fast. Eliminate manual tasks, automate data and focus on the high-value work that turns IT requestors into IT advocates.


    Kate from G2 Crowd

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