Finding software can be overwhelming. We've helped thousands of businesses choose the right data discovery software so they can integrate data and explore trends across dimensions.

Showing 1-20 of 119 products

Dundas BI

Dundas BI, from Dundas Data Visualization, is a browser-based business intelligence and data visualization platform that includes integrated dashboards, reporting tools, and data analytics. It provides end users the ability to create... Read more

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Recent recommendations: 22 recommendations

Platforms: MacWinLinux
Deployments: On premise
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Domo

Domo is a cloud-based business management suite that integrates with multiple data sources, including spreadsheets, databases, social media and any existing cloud-based or on-premise software solution. It is suitable for company sizes... Read more

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Recent recommendations: 20 recommendations

Platforms: MacWinLinux
Deployments: Cloud, On premise
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Sisense

Sisense is an agile business intelligence (BI) solution that provides advanced tools to manage and support business data with analytics, visuals and reporting. The solution allows businesses to analyze big and disparate datasets and... Read more

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Recent recommendations: 19 recommendations

Platforms: MacWinLinux
Deployments: Cloud, On premise
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Looker

Looker is a cloud-based business intelligence (BI) platform designed to explore and analyze data. The solution helps businesses to capture and analyze data from multiple sources and make data-driven decisions. Looker provides business... Read more

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Recent recommendations: 13 recommendations

Platforms: MacWinLinux
Deployments: Cloud, On premise
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BOARD

Created to combine business intelligence, corporate performance management, and business analytics, BOARD is a full-featured business intelligence system that serves midsize and enterprise-level companies in a variety of different... Read more

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Recent recommendations: 10 recommendations

Platforms: MacWinLinux
Deployments: Cloud, On premise
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Birst

Birst, an Infor Company, is a web-based networked BI and analytics solution that connects insights from various teams and helps in making informed decisions. The tool enables decentralized users to augment the enterprise data model... Read more

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Recent recommendations: 9 recommendations

Platforms: MacWinLinux
Deployments: Cloud, On premise
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Intellicus

Intellicus is a Business Intelligence and Analytics platform. It offers an end-to-end BI solution, covering the complete spectrum of business intelligence – from Data Extraction and Data Processing to Delivery of Insights. Key features... Read more

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Recent recommendations: 9 recommendations

Platforms: MacWinLinux
Deployments: Cloud, On premise
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Yellowfin

Yellowfin, a business intelligence platform, is a single integrated solution developed for companies across varying industries and scaling sizes. This system is customizable to suit businesses in accounting, advertising, agriculture,... Read more

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Recent recommendations: 5 recommendations

Platforms: MacWinLinux
Deployments: Cloud, On premise
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Corporater

Corporater is a cloud-based OSHA- and ISO-compliant business intelligence (BI) solution that provides midsize and large organizations across various industries with applications to plan for and execute their business outcomes. Features... Read more

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Recent recommendations: 5 recommendations

Platforms: MacWinLinux
Deployments: Cloud, On premise
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Style Intelligence

InetSoft Style Intelligence is a business intelligence software platform that allows users to create dashboards, visual analyses and reports via a data mashup engine—a tool that integrates data in real time from multiple sources.... Read more

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Recent recommendations: 2 recommendations

Platforms: MacWinLinux
Deployments: Cloud, On premise
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Exago

Exago BI is a 100% web-based, end-to-end business analytics solution that’s designed to be embedded in web-based applications. Embedding Exago BI allows SaaS companies of all sizes to provide their customers with self-service ad... Read more

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Recent recommendations: 2 recommendations

Platforms: MacWinLinux
Deployments: Cloud, On premise
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TrenData

TrenData People Analytics is a cloud-based business intelligence (BI) solution designed for midsize businesses across various industries. The solution offers various HR analytics and workforce management features such as compensation... Read more

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Recent recommendations: 2 recommendations

Platforms: MacWinLinux
Deployments: Cloud, On premise
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Halo

Halo is an end-to-end supply chain management and business intelligence platform that helps in business planning and forecasting inventory for supply chain management. The system uses data from all sources - big, small, and in-between... Read more

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Recent recommendations: 1 recommendations

Platforms: MacWinLinux
Deployments: Cloud, On premise
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Centerprise Data Integrator

Centerprise Data Integrator is an on-premise data integration solution that includes integration, transformation, quality and profiling. It enables users to choose from multiple integration scenarios and control individual users' view... Read more

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Recent recommendations: 1 recommendations

Platforms: Win
Deployments: On premise
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TARGIT Decision Suite

TARGIT Decision Suite is a business intelligence and analytics solution that offers visual data discovery tools, self-service business analytics, reporting and dashboards in a single, integrated solution. TARGIT combines the control... Read more

Platforms: MacWinLinux
Deployments: Cloud, On premise
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Ambition

Ambition is a cloud-based business intelligence (BI) solution that provides tools and functionalities that help businesses drive employee performance and manage sales operations. Key features include data transformation, private cloud... Read more

Platforms: MacWinLinux
Deployments: Cloud, On premise
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Rapid Insight

Rapid Insight is an on-premise Business Intelligence solutions for higher education institutions and fundraising, healthcare and data science corporations. The suite of applications includes dashboards and scorecards, data mining and... Read more

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Platforms: Win
Deployments: On premise
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icCube Data Analysis & Reporting

icCube Data Analysis & Reporting is a cloud-based business intelligence platform that offers real-time data analysis and visualizations through configurable dashboards, charts and widgets. The solution is accessible on tablets, smartphones... Read more

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Platforms: MacWinLinux
Deployments: Cloud, On premise
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SAP Business Objects

SAP BusinessObjects is a business intelligence solution designed for companies of all sizes. It offers ETL (extract, transform, load), predictive dashboard, Crystal reports, OLAP (Online Analytical Processing) and ad-hoc reporting... Read more

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Recent recommendations: 4 recommendations

Platforms: MacWinLinux
Deployments: Cloud, On premise
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Microsoft Power BI

Microsoft Power BI is a web-based business analytics and data visualization platform that is suitable for businesses of all sizes. It monitors important organizational data and also from all apps used by organizations. Microsoft Power... Read more

Platforms: MacWinLinux
Deployments: Cloud,
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Buyers guide


Last Updated: June 7, 2019

Data discovery is one of the fastest-growing and rapidly changing segments of the BI market. These tools differ dramatically from the traditional systems of record that enable IT to push reports and dashboards out to the rest of the organization.

In many cases, data discovery tools are purchased by organizations that have already deployed traditional BI systems, in order to solve issues with data access, data preparation and data exploration. Data discovery solutions have also been a godsend for small businesses that can’t afford complex data warehouses and lack the expertise to build them.

The market for data discovery software is complex and highly fragmented. There are a number of different “flavors” of data discovery, and a variety of use cases in which one flavor works better than another.

In this Buyer’s Guide, we’ll explain how data discovery software differs from traditional BI and describe the categories into which these tools break down.

Here’s what we’ll cover:

How Do Data Discovery Tools Differ From Traditional BI Systems?
Capabilities of Data Discovery Software
Types of Data Discovery Tools

How Do Data Discovery Tools Differ From Traditional BI Systems?

An easy way to understand this difference is to look at the history of BI solutions.

Traditional BI systems were an attempt to solve the difficulty of writing SQL queries in order to retrieve data such as sales information, customer information, shipping records etc. stored in multiple relational databases. Before BI, users had to be highly familiar with SQL to get the data they needed out of such databases.

Thus, traditional BI systems mapped a layer of familiar business terms (known as a semantic layer) onto the relational databases’ storage schemas, thereby allowing users to retrieve and combine data without knowing SQL at all.

Traditional BI Semantic L