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TrustMaps are two-dimensional charts that compare products based on trScore and research frequency by prospective buyers. Products must have 10 or more ratings to appear on this TrustMap.
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The list of products below is based purely on reviews (sorted from most to least). There is no paid placement and analyst opinions do not influence their rankings. Here is our Promise to Buyers to ensure information on our site is reliable, useful, and worthy of your trust.
Yellowfin is a cloud-based business intelligence and dashboarding platform.
OpenText Magellan Analytics Suite leverages a comprehensive set of data analytics software to identify patterns, relationships and trends through data visualizations and interactive dashboards.
This web-based dashboard software displays data in real-time from databases, data warehouses, spreadsheets, XML and other data sources in a single location. iDashboards' built-in security framework provides role-based user permissions and access control. iDashboards Enterprise Suite…
SAS Visual Analytics provides a complete platform for analytics visualization, enabling users to identify patterns and relationships in data that weren't initially evident. Interactive, self-service BI and reporting capabilities are combined with out-of-the-box advanced analytics…
Clear Analytics is a business intelligence solution that enables non technical end users to perform analytics by leveraging existing knowledge of Excel coupled with a built in query builder. Some key features include: Dynamic Data Refresh, Data Share and In-Excel Collaboration.
Rational BI provides analytics, data science and business intelligence in an analytical platform that connects to databases, data files and cloud drives including AWS and Azure data sources, enabling users to explore and visualize data. Users can build real-time notebook-style reports…
Mode is an analytics platform designed to help data analysts and data scientists analyze, visualize, and share data, from Mode Analytics headquartered in San Francisco. The Studio support level provides individual analysts or up to 5 users with an SQL editor, as well as a Python…
Altair Monarch (formerly Datawatch Monarch, acquired by Altair in December, 2018) works with both relational and multi-structured data including support for a wide range of formats including PDF, XML, HTML, text, spool and ASCII files. The product can access data from invoices, sales…
Geckoboard enables users to create real time dashboards using data from over 80 cloud services. It integrates with other products such as: AWeber, Basecamp, Campaign Monitor and HubSpot.
Jet Reports is a business intelligence software now offered by insightsoftware, inc since the company's 2019 acquisition of Jet Global Data Technologies.
Altair SmartSight (formerly Carriots Analytics) is a cloud data analytics platform for embedded, Big Data, and IoT applications. It provides secure and rapid free-form data visualization and exploration, scalable throughout the enterprise in real time.
XLCubed optimises Excel for data-connected reporting and analytics, and provides a governed web and mobile sharing model. It connects Excel directly to corporate data and adds a wide range of reporting, visualisation and analytical capabilities. Designed so that users can leverage…
Zendesk offers Explore, a business intelligence and customer analytics tool which integrates with the Zendesk suite featuring ticket analytics, custom fields, dashboards, and other features. Zendesk is migrating customers of the BIME analytics product, which is approaching end of…
MicroStrategy Mobile enables users to bring analytics, transactions, mapping, multimedia, and business workflows to life in custom mobile apps, personalized for any industry or any role. Users can convert any information system or web application into a user-friendly, highly-performant…
Highcharts is a time saver for developers who want to visualize data on any platform. Highcharts is a javascript-based chart library and can be integrated on any platform through the Highcharts wrappers and add-ons.Highcharts documentation is presented to make it easy to integrate…
Phocas helps users discover data and provides results in real time. It is designed for non-technical users and delivers a simple yet powerful analytical capability that quickly turns data into a chart, graph or map. It brings up data on local, regional or global sales, inventory,…
Bilflo provide staffing firms the option to use their existing ecosystem and take advantage of automation software. With Bilflo, users can automate a back office, interface a front office (ATS, CRM) with back office processes (Time Management, Payroll, Accounting). and access needed…
Axmor is a custom software development services company focused on providing IT solutions for tech startups and small businesses that require additional expertise across multiple IT fields. They help develop systems, automate business processes, and handle integration with third-…
Business Intelligence tools are designed to make sense of the huge quantities of data that organizations accumulate over time. BI tools analyze this information and present it as actionable information that can guide decision making.
Business Intelligence software (BI) makes up a large heterogeneous category of software. Not all tools in the category can be meaningfully compared to each other. There are several types of BI tools of which the most substantive are Full-Stack Business Intelligence Tools and Data Visualization Tools.
Full-stack or traditional products are enterprise-level BI 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. Full-stack BI 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 BI tools 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 business intelligence tools often use a technology called in-memory analytics to query data residing on a computer’s RAM rather than on a physical disk. This means that the data does not have to be stored anywhere for subsequent analysis.
Data visualization products often have lower cost of implementation and require less support. This can make them good business intelligence tools for small companies that don’t need a full-stack business intelligence solution.
The Data Visualization TrustMap shows only those tools that belong in this sub-category.
Many BI tools also enable some forms of reporting. Modern BI’s ability to intake many different forms of data and present them in increasingly high and professional quality, some organizations are able to use their BI tool both to surface specific insights and generate regular reports. The level of automation found in BI reporting will vary highly from product to product. For general reporting needs, the ability to set-and-forget data pipelines into a BI tool and the normalization of functions like dynamic dashboards make some leading BI tools competitive automated reporting tools as well. However, specialized reporting cases that use more niche data structures may be less automatable in traditional BI tools.
When considering different business intelligence tools, consider the following aspects of each product offering.
Start a Business Intelligence Software Comparison
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.
The following Business Intelligence (BI) Tools offer award-winning customer relationships, feature sets, and value for price. Learn more about our Best Of Awards methodology here.
