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Data Discovery Software with KPI Monitoring (2026)

Last updated: April 2026

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32 software options

Tableau logo

Visual analytics platform for data exploration

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Tableau is a business intelligence and analytics platform that enables users to connect to databases, create data visualizations, and share insights. The platform offers deployment options including cloud-based, self-hosted, and desktop environments with drag-and-drop functionality for building interactive dashboards. It features AI-based analytics capabilities, integration with Salesforce CRM, and supports visual storytelling and collaboration across organizations.

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Microsoft Power BI logo

BI visualization and reporting for desktop, web or mobile

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Microsoft Power BI converts data into rich interactive visualizations, utilizing business analytics tools to share dashboard-based insights across all devices

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Looker logo

BI platform for data exploration & analytics

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Looker is an enterprise platform for business intelligence, data applications, and embedded analytics, enabling real-time exploration and sharing of insights. It features a universal semantic modeling layer for unified, governed data, conversational analytics with Gemini for natural language queries, and capabilities for embedding interactive dashboards into applications. Looker integrates with Google Cloud and BigQuery, offering an API-first architecture for custom data experiences.

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Qlik Sense logo

End-to-end data analytics platform

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Qlik Sense is a business intelligence (BI) and visual analytics platform that supports a range of analytic use cases. It supports a full range of users and use-cases across the life-cycle from data to insight.

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Wolfram Mathematica logo

Simulation solution for technical computing.

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Wolfram Mathematica is a simulation solution that offers a variety of functions including natural language input, real-world data capabilities, high-powered computation, and more. The platform provides various features such as machine learning, data science, and visualization. Its intuitive interface, predictive suggestions, and rich document organization make it incredibly user-friendly.

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Phocas logo

Business intelligence, financial reporting & sales analytics

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Phocas supports data discovery by presenting transaction data in an intuitive way.

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SAP Crystal Reports logo

Reports creation tool for small to midsize businesses

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SAP Crystal Reports is a reporting platform that helps businesses create, design, and deliver formatted business reports and dashboards. Data analysts can utilize the drag-and-drop interface and built-in report designer to sort data, apply formulas, rank information, and set parameters.

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SAP Analytics Cloud logo

Web-based financial planning, BI analytics and collaboration

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SAP Analytics Cloud is a SaaS solution for blending BI data from multiple sources, accessing visualizations, viewing reports and sharing insights socially

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Elastic Stack logo

Distributed search and analytics solution

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Reliably and securely take data from any source, in any format, then search, analyze, and visualize it in real time.

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Sigma Computing logo

Collaborative business intelligence and data analytics tool

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Sigma is an award-winning modern business intelligence (BI) and analytics platform purpose-built for the cloud. It features a familiar spreadsheet-like interface which delivers the full power of SQL into the hands of any user while keeping data fresh and secure within cloud data warehouses.

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JMP logo

Statistical tools for data analysis and discovery

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JMP is statistical software designed for data exploration and analysis, primarily serving scientists and engineers. The platform includes tools for data preparation, statistical analysis, graphing, and visualization within a single interface. JMP offers capabilities for importing data from multiple sources, automating repeat analyses without coding requirements, and sharing analytical discoveries across organizations.

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Two Minute Reports logo

Software for monitoring and analyzing marketing data

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Two Minute Reports is an add-on for Google Sheets and Google Data Studio applications, designed to help businesses connect multiple data sources to view, monitor, analyze, and report marketing metrics on a unified portal. The platform enables users to create interactive dashboards and generate reports for reference.

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Spotfire logo

Visual data science to make smart people smarter

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Spotfire is a visual data science solution, combining advanced analytics with industry-specific visualizations.

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SAS Visual Analytics logo

SAS gives you THE POWER TO KNOW®.

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Data scientists can save time and energy in the data discovery process by using SAS Visual Analytics’ machine learning and natural language explanations to quickly spot important relationships in data – all with trusted results.

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TARGIT Decision Suite logo

Cloud-based business intelligence and analytics software

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TARGIT Data Discovery enables end-users to connect to their own data sources — like Excel files or online data services. It offers a simple, semi-automatic data modeling tool that was built to make such ad-hoc data available for analytical purposes in a matter of minutes or even seconds.

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Adverity logo

The integrated data platform for teams that run on data.

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Adverity helps marketing and analyst teams improve performance and trust their data by automating data integration and governance.

• 600+ data connectors across marketing, advertising, sales and finance
• Unrivaled data transformations
• Automated data quality and management tools

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Funnel logo

Marketing data aggregation and reporting platform

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Funnel is a marketing intelligence platform that aggregates data from multiple marketing sources into a centralized hub. The platform offers multiple connectors to integrate data from various advertising and analytics platforms, enabling automated reporting and data warehouse integration. Funnel provides AI-based measurement tools including marketing mix modeling and multi-touch attribution to analyze campaign performance across channels.

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Trevor.io logo

There's a better way to work with data.

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Trevor empowers your whole team to get answers from your data without using SQL, and then visualise, dashboard, export, and set alerts

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SAP Lumira logo

Business intelligence and analytics software

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SAP Lumira is an analytics software that provides business users with the ability to explore data visually. It is used by businesses of all sizes and industries, from manufacturing to retail. It is deployed on-premise, in the cloud, or as a hybrid solution.

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Max AI logo

A GenAI analytics assistant for analyzing enterprise data

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AnswerRocket is an AI-powered augmented analytics platform that enables business users to get instant answers and insights from their data. With AnswerRocket, customers can monitor key metrics, identify performance drivers and detect critical issues in seconds.

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Lumenore logo

Self-Service Business Intelligence with no-code analytics

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Lumernore Analytics is a business Intelligence software with no-code analytics. The platform helps users get actionable intelligence that is connected to their data - from all types of sources.

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SAS Viya logo

Cloud native AI and analytics platform

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SAS Viya is a cloud-native data and artificial intelligence platform designed to support analytics workflows across organizations. The platform features data management capabilities that provide access to multiple data sources with built-in governance and lineage tracking. It includes machine learning, statistical modeling, and data mining tools accessible through both visual and code-based interfaces, along with SAS Viya Copilot for AI-assisted tasks.

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Bold BI logo

Embed powerful analytics right inside your applications

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Bold BI dashboard has features like prebuilt data connectors, calculated metrics, engaging data visualization, and our Explorer—a dedicated space to explore your data in greater detail. Bold BI makes it simple to bring a powerful analytics platform right into your apps. Bring your data to life.

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Infoveave logo

Unified data platform with agentic AI

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Infoveave is a unified data platform that integrates data from multiple sources and automates workflows through its Agentic AI assistant called Fovea. The platform offers data quality management, governance tools, interactive visualizations, and predictive analytics capabilities. It supports conversational data queries, automated dashboard creation, and low-code application development for industries including retail, energy, healthcare, and manufacturing.

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EZlytix logo

Business intelligence software for law firms and SMBs

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EZlytix is a business intelligence (BI) software designed to help law firms and small to midsize businesses (SMBs) in the retail, distribution, manufacturing, and supply-chain industries monitor processes through data collection, visualization, and integration capabilities.

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