Best Data Warehouse Software22A Data Warehouse Appliance (DWA) is generally a pre-configured architecture specifically dedicated to big data analytics and as such emphasizes simplicity, focus, and high performance with data over general computational needs.Arm Treasure Data1https://media.trustradius.com/product-logos/6C/b9/XR09NAFJA7EB.JPEGAmazon Redshift2https://media.trustradius.com/vendor-logos/LY/YM/1TDXH4LPI5BH-180x180.JPEGOracle Exadata Database Machine3https://media.trustradius.com/vendor-logos/VC/02/T4E108T4IWP2-180x180.PNGSnowflake4https://media.trustradius.com/product-logos/mJ/cO/J5XIE3MICFO8.PNGSAP Business Warehouse5https://media.trustradius.com/vendor-logos/sW/OA/CZD3RG21S16S-180x180.JPEGOracle Data Warehouse6https://media.trustradius.com/vendor-logos/VC/02/T4E108T4IWP2-180x180.PNGDatabricks Unified Analytics Platform7https://media.trustradius.com/vendor-logos/mW/hY/DARVLBGGUT7U-180x180.JPEGVertica8https://media.trustradius.com/vendor-logos/Zm/IY/D5DAJSH3LPPI-180x180.GIFTeradata Enterprise Data Warehousing9https://media.trustradius.com/vendor-logos/iI/9B/U8C6TECF7RP4-180x180.JPEGActian Matrix10https://media.trustradius.com/vendor-logos/zG/8t/NQRX03ZI9MZT-180x180.PNGPanoply11https://media.trustradius.com/product-logos/rj/Os/1W6DAOKK4IT5.PNGMerrill DatasiteOne12https://media.trustradius.com/vendor-logos/71/sF/WWEI8ERKPLMT-180x180.PNGIBM Netezza Data Warehouse Appliances13https://media.trustradius.com/vendor-logos/yf/sf/DNSXTG99HOK3-180x180.JPEGMemSQL14https://media.trustradius.com/vendor-logos/4S/WB/K4QXDHCXNHW8.pngStitch15https://media.trustradius.com/vendor-logos/4o/2F/KCMQTOXKAA85-180x180.JPEGOracle Autonomous Data Warehouse16https://media.trustradius.com/vendor-logos/VC/02/T4E108T4IWP2-180x180.PNGAnalyza17https://media.trustradius.com/vendor-logos/Ie/YS/HZ0JW9QA6ERU-180x180.PNGSAP Adaptive Server Enterprise18https://media.trustradius.com/product-logos/Kx/1h/8RLX199DR1BM.JPEGVectorWise19https://media.trustradius.com/vendor-logos/zG/8t/NQRX03ZI9MZT-180x180.PNGDb2 Warehouse on Cloud20https://media.trustradius.com/product-logos/Uv/Xp/77N37PEPH17Z-180x180.PNGTeradata Data Warehouse Appliance21https://media.trustradius.com/vendor-logos/iI/9B/U8C6TECF7RP4-180x180.JPEGSAP BW/4HANA22https://media.trustradius.com/product-logos/aX/1f/77X0XXIUUUPN.PNGIBM InfoSphere Warehouse23https://media.trustradius.com/vendor-logos/yf/sf/DNSXTG99HOK3-180x180.JPEGWebtrekk Digital Intelligence Suite24https://media.trustradius.com/product-logos/5D/Cu/KVQAND9WPSZS.JPEGIBM Smart Analytics System25https://media.trustradius.com/vendor-logos/yf/sf/DNSXTG99HOK3-180x180.JPEG

Data Warehouse Software

Best Data Warehouse Software

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Data Warehouse Software Overview

What is Data Warehouse Software?

A data warehouse is a database designed for data analysis instead of standard transactional processing. A data warehouse acts as a conduit between operational data stores and supports analytics on the composite data. Slices of data from the warehouse—e.g. summary data for a single department to use, like sales or finance—are stored in a “data mart” for quick access.


In order for a data warehouse to support decision-making effectively, data extracted from various data sources and loaded into the warehouse is normalized. It can be organized into tables, cleaned of redundancy and transformed for consistency. The process by which this happens is called Extract, Transform, and Load (ETL). Once appropriately structured data is made available for querying and analysis.

Data Warehouse Features & Capabilities

To support analyses data warehouses provide the following capabilities:

  • Associated input, extract, and data management tools for preparation

  • Extract from a multitude of source file types (flat files, excel, application data, etc.)

  • May load & normalize structured, semi-structured, or unstructured data

  • Data transformation (cleansing, deduplication, consistency)

  • Data reconciliation for various naming conventions

  • Native & autonomous storage and processing optimization

  • Provide a 360 view of all enterprise data

  • Multiple deployment options (private or public cloud, on-premise, hybrid cloud)

  • Available as-a-service (automated infrastructure management)

  • Integrated machine-learning algorithms, AI

  • Access controlled data sharing, data mart

  • Deploy virtualized data warehouse for extra security, access control

  • In-built data encryption for high-security needs

Pricing Information

Data warehouses from full-stack vendors are often sold as standalone products that must be integrated with other tools. Many data warehouses can be deployed and tested with ease under a free trial for 30 or 60 days. Vendors compete on performance but also pricing. Many popular data warehouses feature on-demand pricing, based on (for instance) compute per second. Alternately, some vendors offer a reduction in on-demand pricing for annual or multi-year commitments.

Data Warehouse Products

Listings (1-25 of 38)

Arm Treasure Data

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97 Ratings

Arm Treasure Data manages customer data for global brands and Fortune 500 enterprises like Mattel, Subaru, Canon, LG and disruptive startups like Wish.com, Fivestars, and Zoom.

Amazon Redshift

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Top Rated
128 Ratings

Amazon Redshift is a hosted data warehouse solution, from Amazon Web Services.

Snowflake

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Top Rated
50 Ratings

Snowflake is the eponymous data warehouse with an emphasis on analysis, from the company in San Mateo, California.

3 Ratings

Panoply is an ETL-less, smart end-to-end data management system built for the cloud. Panoply specializes as a unified ELT and Data Warehouse platform with integrated visualization capabilities and storage optimization algorithms.

Merrill Corporation in St Paul offers DatasiteOne, the company's virtual data room (VDR) for due diligence, investment banking, IPOs, private equity or venture capital, and other goals, featuring ease of tools (e.g. drag-and-drop files, in document text search, etc.), five minute setup) and as we...

5 Ratings

Stitch in Philadelphia offers their flagship ETL tool to developers; the company was spun off from RJMetrics after that company's acquisition by Magento, and is an independent entity.

2 Ratings

Analyza is a business intelligence solution that is provided by PIT Business. The vendor provides support services in Luxembourg, Belgium, France, and other parts of Europe. Analyza allows users to: Build several indicators and dashboardsBuild ad-hoc analysis without IT knowledgeNavigate throu...

IBM Db2 Warehouse on Cloud is a fully managed cloud data warehouse, ideal for business intelligence reporting and analytics. Use Db2 Warehouse on Cloud to store relational data, including special types such as geospatial data. Then analyze that data with SQL or advanced built-in analytics like N...

9 Ratings

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...