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Business Intelligence products are all designed to make sense of the huge quantities of data that organizations accumulate over time, by analyzing it and presenting it in a form where it can guide decision-making.
Business Intelligence products (BI) make up a large heterogeneous category of software. Not all tools in the category can be meaningfully compared to each other. There are several sub-categories of tools of which the most substantive are Full-Stack Business Intelligence Tools and Data Visualization Tools.
BI Platform Type
Supported Data Sources
Standard Reporting
Ad-Hoc Reporting
Report Output and Scheduling
Data Discovery and Visualization
Access Control and Security
Mobile Capabilities
APIs / Embedding
Full-stack or traditional products are enterprise-level tools designed to solve the specific problem of enterprise data silos. Much crucial business data is stored in a range of different data stores, many attached to business applications like ERP. These tools consolidate all data in a data warehouse which is a relational database designed for data mining instead of transactional processing.
Slices of data from the warehouse—usually summary data for a single department like sales or finance—are stored in a “data mart” for quick access. All of this structured data is normalized by using an ETL process (Extract, Transform and Load) whereby transactional data is combined into a single pool of data and then “transformed” into a more appropriate format for querying and analysis before being written in the data warehouse database.
The Full-Stack Business Intelligence TrustMap shows only those products that belong in this sub-category.
Data Visualization products have a different purpose. These products are primarily designed to help data analysts discover patterns in large quantities of data and to build compelling visual representations which allow these patterns to be easily understood.
These tools often use a technology called in-memory analytics to query data residing on a computer’s RAM rather than on a physical disk which means that the data does not have to be stored anywhere for subsequent analysis.
The Data Visualization TrustMap shows only those tools that belong in this sub-category.
Business Intelligence software is generally quite expensive. However, it’s worth remembering that it is often money very well-spent in terms of significantly improved decision-making.
One of the impediments to understanding pricing is that vendors base their pricing on a broad range of different variables from number of users to number of CPU cores.
However, as a very rough guide, advanced report authoring can cost $2,000 to $2,500 per seat, while interactive report viewing can be about half that amount. Static report viewing can be as little as $50 per seat.
TIBCO Spotfire® is a data visualization platform that utilizes predictive analytics. In addition to data viz, it includes data wrangling capabilities, predictive analytics, location analytics, and real-time streaming analytics.
SAP Crystal is an analytics and reporting software solution for SMBs. SAP Crystal comprises Crystal Reports for pixel-perfect reporting, and SAP Crystal Server for automated distribution and self-service access to reports, dashboards and data exploration.
Tableau Desktop is a data visualization product from Tableau. It connects to a variety of data sources for combining disparate data sources without coding. It provides tools for discovering patterns and insights, data calculations, forecasts, and statistical summaries and visual storytelling.
Qlik Sense® is a self-service BI platform for data discovery and visualization. It supports a full range of analytics use cases—data governance, pixel-perfect reporting, and collaboration. Its Associative Engine indexes and connects relationships between data points for creating actionable insights.
TIBCO Jaspersoft is an embedded business intelligence suite designed to be built-into SaaS products as an integrated reporting engine. It provides reports and dashboards for customer-facing applications without requiring app developers to build their own reporting engine.
Tableau Server allows Tableau Desktop users to publish dashboards to a central server to be shared across their organizations. The product is designed to facilitate collaboration across the organization. It can be deployed on a server in the data center, or it can be deployed on a public cloud.
SAP Lumira Discovery is SAP’s data visualization and discovery application. It facilitates data discovery, visualization, and analysis by assisting users with creation of dashboards, infographics, presentations, data facets, tag clouds, and more.
Birst offers multi-tenant cloud BI for deployment in a public or private cloud, or on-premises. It provides an in-memory columnar data store and a BI layer comprising a reporting engine, predictive analytics tools, mobile native apps, dashboards, discovery tools, and an open client interface.
Microsoft Power BI is a visualization and data discovery tool from Microsoft. It allows users to convert data into visuals and graphics, visually explore and analyze data, collaborate on interactive dashboards and reports, and scale across their organization with built-in governance and security.
Entrinsik Informer is a web-based reporting and business intelligence application popular in the higher education vertical market. It helps organizations transform real-time data into actionable information by delivering ad-hoc reporting, data analysis, and interactive dashboards.
One of the world's leading providers of business software, SAP delivers products and services which help accelerate business innovation for its customers. The vendor believes that doing so will unleash growth and create significant new value – for their customers, SAP, and ultimately, entire indu...
QlikView® is Qlik®’s original BI offering designed primarily for shared business intelligence reports and data visualizations. It offers guided exploration and discovery, collaborative analytics for sharing insight, and agile development and deployment.
MS SharePoint / SQL refers to Microsoft Sharepoint, a web-based collaborative platform, being used in tandem with Microsoft SQL Server to provide business intelligence analytics and reporting. They can provide BI content such as data connections, reports, scorecards, dashboards, and more.
Microsoft BI is a business intelligence product used for data analysis and generating reports on server-based data. It features unlimited data analysis capacity with its reporting engine, SQL Server Reporting Services alongside ETL, master data management, and data cleansing.
Domo is a full self-service business intelligence software that combines several data analysis and reporting tools into one platform. It helps users connect to multiple data sources, create robust visual reports, manage their data, send messages in real-time, manage projects, and develop new apps.
The SAP® BusinessObjects™ Business Intelligence Platform provides users with ad hoc queries, reporting, data visualizations, and analysis tools. Its integrated, unified infrastructure aims to offer scalability from one-to-many tools and interfaces on-premise, in the cloud, or as a hybrid approach.
Sisense is a BI software and analytics platform. With what the vendor calls their In-Chip™ and Single Stack™ technologies, users have access to a comprehensive tool to analyze and visualize large, disparate data sets without IT resources.
Looker is a BI application with an analytics-oriented application server that sits on top of relational data stores. It includes an end-user interface for exploring data, a reusable development paradigm for data discovery, and an API for supporting data in other systems.
IBM Cognos is a full-featured business intelligence suite by IBM, designed for larger deployments. It comprises Query Studio, Reporting Studio, Analysis Studio and Event Studio, and Cognos Administration along with tools for Microsoft Office integration, full-text search, and dashboards.
Zoho Analytics (formerly Zoho Reports) is a self-service BI and analytics platform that allows users to analyze their business data and create reports and dashboards. It is designed to help users create and share reports quickly, without IT assistance.
Dundas BI is a business intelligence and data visualization software that includes customizable dashboards, reporting, and visual data analytics. Dundas BI can be integrated into users’ existing business applications and its visualization and reporting tools can be customized to their needs.
Tableau helps people and organizations become more data-driven as the trusted leader in analytics. The Tableau platform provides the breadth and depth of capabilities to serve the needs of even the largest global enterprises in a seamless, integrated experience. Tableau is designed to fit, not...
Alteryx is a leader in data blending and advanced analytics software. Alteryx provides a business intelligence and predictive analytics solution. Alteryx has 0ver 300 customers, including Experian, Ford, and McDonald's, as well as 200,000+ users worldwide
MicroStrategy Analytics is an enterprise business analytics and mobility platform. Key features include automatic big data analysis and reporting, data discovery and visualization, digital security credentials, and support for mobile devices.
Salesforce Einstein Analytics is a cloud-based business intelligence solutions and analytics software. It provides users with automated data discovery, CRM-connected analytics, top-down views of data, augmented analytics, predictive insights, and customizable data visualization tools.