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://dudodiprj2sv7.cloudfront.net/product-logos/6C/b9/XR09NAFJA7EB.JPEGSAP Business Warehouse2https://dudodiprj2sv7.cloudfront.net/vendor-logos/sW/OA/CZD3RG21S16S-180x180.JPEGAmazon Redshift3https://dudodiprj2sv7.cloudfront.net/vendor-logos/LY/YM/1TDXH4LPI5BH-180x180.JPEGOracle Data Warehouse4https://dudodiprj2sv7.cloudfront.net/vendor-logos/VC/02/T4E108T4IWP2-180x180.PNGOracle Exadata Database Machine5https://dudodiprj2sv7.cloudfront.net/vendor-logos/VC/02/T4E108T4IWP2-180x180.PNGDatabricks Unified Analytics Platform6https://dudodiprj2sv7.cloudfront.net/vendor-logos/mW/hY/DARVLBGGUT7U-180x180.JPEGVertica7https://dudodiprj2sv7.cloudfront.net/vendor-logos/Zm/IY/D5DAJSH3LPPI-180x180.GIFTeradata Enterprise Data Warehousing8https://dudodiprj2sv7.cloudfront.net/vendor-logos/5l/z7/2FHZJK4K1FK3-180x180.JPEGSnowflake9https://dudodiprj2sv7.cloudfront.net/product-logos/bt/dw/2T2R5G719T12.pngActian Matrix10https://dudodiprj2sv7.cloudfront.net/vendor-logos/zG/8t/NQRX03ZI9MZT-180x180.PNGSAP HANA Express Edition11https://dudodiprj2sv7.cloudfront.net/product-logos/F7/Kp/032VN2TB2UNT.PNGIBM Netezza Data Warehouse Appliances12https://dudodiprj2sv7.cloudfront.net/vendor-logos/yf/sf/DNSXTG99HOK3-180x180.JPEGSQL Data Warehouse13https://dudodiprj2sv7.cloudfront.net/vendor-logos/tf/J4/RTX1AO2GSVNS-180x180.JPEGMemSQL14https://dudodiprj2sv7.cloudfront.net/vendor-logos/4S/WB/K4QXDHCXNHW8.pngPanoply15https://dudodiprj2sv7.cloudfront.net/product-logos/GI/Vp/ZXAVRR6NIDJJ.JPEGStitch16https://dudodiprj2sv7.cloudfront.net/vendor-logos/4o/2F/KCMQTOXKAA85-180x180.JPEGAnalyza17https://dudodiprj2sv7.cloudfront.net/product-logos/Po/cF/K7QRNT6IJ31H.PNGVectorWise18https://dudodiprj2sv7.cloudfront.net/vendor-logos/zG/8t/NQRX03ZI9MZT-180x180.PNGDb2 Warehouse on Cloud19https://dudodiprj2sv7.cloudfront.net/vendor-logos/yf/sf/DNSXTG99HOK3-180x180.JPEGTeradata Data Warehouse Appliance20https://dudodiprj2sv7.cloudfront.net/vendor-logos/5l/z7/2FHZJK4K1FK3-180x180.JPEGMerrill DatasiteOne21https://dudodiprj2sv7.cloudfront.net/vendor-logos/71/sF/WWEI8ERKPLMT-180x180.PNGIBM InfoSphere Warehouse22https://dudodiprj2sv7.cloudfront.net/vendor-logos/yf/sf/DNSXTG99HOK3-180x180.JPEGWebtrekk Digital Intelligence Suite23https://dudodiprj2sv7.cloudfront.net/product-logos/5D/Cu/KVQAND9WPSZS.JPEGIBM Smart Analytics System24https://dudodiprj2sv7.cloudfront.net/vendor-logos/yf/sf/DNSXTG99HOK3-180x180.JPEGIngres25https://dudodiprj2sv7.cloudfront.net/vendor-logos/zG/8t/NQRX03ZI9MZT-180x180.PNG

Data Warehouse Software

Best Data Warehouse Software

TrustMaps are two-dimensional charts that compare products based on satisfaction ratings and research frequency by prospective buyers. Products must have 10 or more ratings to appear on this TrustMap, and those above the median line are considered Top Rated.

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 36)

2 Ratings

Panoply is an ETL-less, smart end-to-end data management system built for the cloud, which streamlines data from source to analysis. An end-to-end data management solution, Panoply provides the tools for data integration, connecting, transformation, warehousing, and more. Panoply delivers the wor...

3 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.

1 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...

3 Ratings

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

2 Ratings

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...