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Data Analysis Software with AI/Machine Learning

Last updated: March 2025

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Key Features of Data Analysis Software

Based on GetApp's analysis of 3050 verified reviews collected between July, 2021 and August, 2024

  • Reporting/Analytics: Reviewers highlight the ability to track key metrics, generate actionable insights, and make data-driven decisions through customizable reports and advanced analytics. 93% of reviewers rated this feature as important or highly important.
  • Data Visualization: Users appreciate the intuitive and interactive visualizations that simplify complex datasets, enabling better insights and more effective data communication. 91% of reviewers rated this feature as important or highly important.
  • Data Import/Export: Reviewers value the flexibility and ease of importing and exporting data from various sources, enhancing integration and data management capabilities. 89% of reviewers rated this feature as important or highly important.
  • Dashboard: Users like the centralized, customizable views that provide quick access to key metrics, facilitating better monitoring and informed decision-making. 87% of reviewers rated this feature as important or highly important.
  • Data Connectors: Reviewers highlight the integration with various data sources, improving data collection and enabling comprehensive analysis across multiple platforms. 87% of reviewers rated this feature as important or highly important.
  • Data Discovery: Users emphasize the ability to uncover hidden trends and patterns, providing deeper insights and supporting informed decision-making and strategic planning. 85% of reviewers rated this feature as important or highly important.
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137 software options

EngineRoom logo
Category Leaders

Cloud-based Data Analysis & Statistical Software

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EngineRoom is a cloud-based software that empowers data-driven decision-making, optimized operations, and streamlined processes through a comprehensive Lean Six Sigma problem-solving tools suite.

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Alteryx Designer logo

The AI Platform for Enterprise Analytics

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Alteryx enables the preparation, blending and analysis of data using repeatable workflows, facilitating a faster reporting of analytics for deeper BI insights

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Minitab logo
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Visualize, analyze, and harness the power of your data.

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Minitab is a statistical and data analytics software, which helps organizations predict, visualize, and analyze business data to forecast patterns, discover trends, view relationships between variables, and more. The built-in assistant lets users manage data analysis and interpretation operations.

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AnswerRocket 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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GaiaLens logo
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Empower Your ESG Insights: Instant Reporting, Real-Time Data

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Introducing GaiaLens OD, the cutting-edge self-serve ESG reporting tool! Generate automated reports across major sustainability frameworks in seconds. Enjoy real-time data, ironclad security, and flexible month-to-month subscriptions for free! Sign up today and transform your ESG reporting!

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Zoho Analytics logo
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Self-service BI and Analytics platform

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Zoho Analytics as a robust data analytics platform, empowers organizations with real-time decision making at all levels of the business.

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Inzata  logo

Data modeling, analytics & visualization tool for businesses

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Inzata is a cloud-based data analytics solution which helps businesses manage data integration, as well as data analysis from multiple sources. Key features include business intelligence, analytics, data transformation, trend analysis, pattern recognition, compliance, filtered views, and reporting.

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Visplore logo

Analysis platform for data visualization and interpretation

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Visplore is a data analytics application. It is used in data science, forecasting, industrial engineering, and other data-rich domains. Key features include visualizations of complex data, traversal from overview to details, interactive analytics, and dirty data annotations.

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Google Cloud logo

Modular platform for computing, hosting, storage and more

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Google Cloud Platform is a modular-based platform providing multiple build and scale services to businesses of any size within any industry. It offers tools for document storage, data warehousing, security key enforcement, app creation, API management, AI and machine learning, live chat, and more.

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Tableau logo
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Business intelligence & analytics

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Tableau is the world’s leading AI-powered analytics and business intelligence platform. Learn More!

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Microsoft Power BI logo
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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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Sisense logo
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BI & dashboard software for multiple, large data sets

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Sisense data & analytics platform makes it incredibly easy to mashup data from across your entire data landscape and transform it into powerful, actionable analytics applications that can be embedded anywhere. From startups to brands like GE, Nasdaq, & Philips, thousands of organizations use Sisense

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Veryfi logo

AI OCR APIs to Transform Documents Into Data in Seconds

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Veryfi OCR API & SDK turns unstructured data, such as receipts, bills, invoices, and other documents, into structured data (with line items) in seconds using machine-based data extraction. The platform offers features including a drag and drop processor, document inbox, data export, and more.

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Splunk Enterprise logo

Machine data management and analytics

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Splunk Enterprise is a cloud-based platform designed to assist businesses with big data management and analysis of machine data. Key features include data visualization, performance metrics, data collection, real-time search, indexing, KPI tracking, reporting, and monitoring.

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Qlik Sense logo
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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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Domo logo

Ai-enabled business intelligence platform

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Domo is a comprehensive AI and data platform that connects and prepares data from any source, enabling users to transform it into insights. It helps users automate workflows, predict trends, and provide answers directly from the source for data-driven decisions.

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Adobe Analytics logo
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Digital Analytics Software

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Adobe Analytics empowers marketing, product, and business teams with insights to understand their customers and the journeys they take across digital channels, products, content, and services.

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Workday Adaptive Planning logo

Enterprise planning software for agile budgeting & reporting

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Workday Adaptive Planning is the only solution that empowers finance to configure sophisticated, driver-based models, analyze unlimited scenarios, and use AI and machine learning to create predictive forecasts and gain enhanced insights. Partner with us today to drive fast, confident decisions.

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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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ServiceNow Customer Service Management logo

Automate requests and deliver effortless experiences

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ServiceNow Customer Service Management (CSM) is a comprehensive product designed simplify and improve the customer service experience. With CSM, companies can streamline their processes, automate their workflows, and provide self-service options for customers to engage on their channel of choice.

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SAP Analytics Cloud logo
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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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Anaconda logo

Open-source data science platform

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Anaconda is an open-source data science platform designed for enterprises, academic institutions, government agencies, and individuals. It provides the tools to help data scientists and engineers develop applications and production-scale, performant machine learning applications with Python.

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Lebesgue logo

Advanced analytics and marketing insights software

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Lebesgue is an AI CMO solution built specifically for e-commerce businesses that are looking to boost their digital marketing efforts, discover growth opportunities, and stay updated on every aspect of their e-commerce store.

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JMP logo

Statistical Discovery.

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The tool of choice for hundreds of thousands of scientists, engineers, and other data explorers worldwide.

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MicroStrategy Analytics logo

Intelligence Everywhere

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MicroStrategy ONE integrates the power of generative AI with the precision of BI and Analytics.

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