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
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    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.


    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.


    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.com

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


    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.


    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

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    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.


    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.


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


    Numetric is a cloud-based software and data services company built for DOT engineers by DOT engineers. We are dedicated to empowering these agencies to be more efficient, data-driven, and focused in making their roadways safer. HOW we deliver differentiated value: Data Expertise: We unlock the value of DOTs' data by preparing structuring, and managing that data easier, deeper analysis. APPs just for DOTs Our product suites are built specifically to automate and accelerate transportation engineers' most time-consuming processes. Easy, Flexible Sharing Our cloud-based apps make it easy to share data--in static reports, dashboards, or powerful analytics tools--with all stakeholders.

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    Protect and integrate your valuable corporate data with Sesame Software’s Relational Junction suite of Enterprise Application Integration products. Sesame Software provides solutions for over 125 different SaaS applications including Salesforce, MS Dynamics, NetSuite, Marketo, Pardot, as well as any relational database. For corporations worldwide, this suite delivers scalable database ETL, information warehouse, on-premise and cloud integration, as well as complete backup and recovery capabilities to reduce business risk, eliminate data loss and ensure regulatory compliance for your data. 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.


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


    "Adverity makes you smart with data. Created for advertisers and agencies in mind, Adverity's innovative platform enables you to easily connect and work with your entire media, marketing and e-commerce ecosystems. By leveraging the largest data source library on the market, you can automate your entire data integration process. Your data will be harmonised into a consistent structure, allowing you to easily analyse data from different platforms alongside each other. Stop jumping between platforms and start empowering your team to quickly generate meaningful insights. This all-in-one platform is your perfect 360° marketing intelligence and analytics solution for more efficient reporting, better decision making and an improved marketing performance."

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    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.


    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.


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


    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/


    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.


    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.


    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.


    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.


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


    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.


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


    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.


    The Vertica Analytics Platform is purpose built from the very first line of code for Big Data use cases and is trusted by thousands of leading data-driven enterprises around the world, including AT&T, Etsy, Twitter, Intuit, Uber and more. Vertica delivers speed, scale and reliability on mission-critical analytics at a lower total cost of ownership than legacy systems. All based on the same powerful, unified architecture, the Vertica Analytics Platform provides you with the broadest range of deployment models, so that you have complete choice as your analytical needs evolve. Deploy Vertica on-premise, in the clouds (AWS, Azure and GCP), on Apache Hadoop, or as a hybrid model. Its design features include: • Column-oriented storage organization, which increases performance of queries. • Standard SQL interface with advanced analytics capabilities built-in, such as time series, pattern matching, event series joins, machine learning and geospatial. • 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.

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    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


    BI360 Data Warehouse is a data warehouse app built on the Microsoft SQL Server system that lets businesses combine and manage various types of data.


    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.


    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.


    IBM® StoredIQ Suite helps you address the problems that challenge your records management, electronic discovery, compliance activities, storage optimization and data migration initiatives. By providing an in-depth assessment of unstructured data where it resides, this software gives organizations visibility into data to make more informed business decisions. IBM StoredIQ for Legal provides a platform that streamlines eDiscovery for legal stakeholders by providing an organized, systemic approach to eDiscovery.  Learn More: https://ibm.co/2xoApbu


    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.


    Oracle Autonomous Data Warehouse Cloud provides an easy-to-use, fully autonomous database that scales elastically, delivers fast query performance and requires no database administration.


    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.


    REPODS provides the platform to discover, share and manage your 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.


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


    WhereScape helps more than 700 customers worldwide use automation to reduce project risk and deliver actionable, reliable data infrastructure initiatives faster. IT teams use WhereScape® 3D to tackle the planning, design and modelling associated with data warehouses, data lakes and data marts. WhereScape® RED, an integrated development environment, provides teams the automation to streamline workflows, eliminate hand-coding and cut the time to develop, deploy and operate data infrastructure by as much as 80%. WhereScape® Data Vault Express™ offers a practical way to implement the 2.0 Data Vault standard. WhereScape has offices in the USA, UK, New Zealand, and Singapore.