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Data Analysis Software with Ad hoc Analysis (2026)

Last updated: March 2026

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219 software options

EngineRoom logo

EngineRoom

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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Lobby CRE logo

Lobby CRE

Centralize data and leverage automated, AI-powered insights.

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Lobby CRE centralizes financial, operational, debt, and equity data across the portfolio. Automated dashboards and integrated AI deliver real-time insights, while scenario modeling lets users test “what-if” strategies and drive smarter decisions.

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OpenLab CDS logo

OpenLab CDS

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Cloud-based chromatography data tool for laboratories

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OpenLab CDS is a cloud-based chromatography data software that provides technical controls to help ensure data integrity and facilitate regulatory compliance.

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Zema Enterprise logo

Zema Enterprise

Data extraction and visualization software

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ZEMA is a data extraction and visualization software that is designed for businesses in several industry segments, such as energy, insurance, agriculture, publications, and gas retail. It helps organizations capture data, conduct data analytics, aggregate data, manage search operations, and more from within a unified platform.

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Funnel logo

Funnel

Your marketing data hub.

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Funnel is the leading marketing data hub. We power your reporting and analytics to give you incredible control over your performance.

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Tableau logo
Category Leaders

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
Category Leaders

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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IBM SPSS Statistics logo

Business intelligence and statistical analysis software

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IBM SPSS Statistics is a business intelligence software that helps businesses of all sizes conduct statistical analysis utilizing big data, machine learning algorithms, open-source extensibility, and other methodologies from within a unified platform.

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Sisense logo
Category Leaders

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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Grow logo

Make data-driven decisions.

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Grow is software that makes it simple for companies to connect their data and surface insights so everyone can make data-driven decisions.

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OriginPro logo

Cloud-based data analysis and graphing software

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OriginPro is a cloud-based data analysis and graphing software that provides a complete set of data exploration, peak fitting, and surface fitting analysis tools for businesses across multiple sectors, including academic institutions, government organizations, and non-profits.

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Zoho Analytics logo
Category Leaders

Agentic Al-Powered Self-Service Bl and Analytics Platform

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Robust data analytics platform that empowers organizations with decision-making at all levels of business

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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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Klips logo
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Custom dashboards for you and your team.

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Klipfolio Klips is a powerful dashboard and analysis platform for small and mid-sized businesses monitoring, analyzing, and reporting on their business performance. It consolidates, transforms, and visualizes data in real-time, enabling smarter decisions and customized, actionable insights.

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Logi Symphony logo

Analytics that work everywhere - including where your data a

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Transform your software with Logi Symphony's embedded analytics - the only platform delivering full AI capabilities on-premises.

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Qlik Sense logo
Category Leaders

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

The AI and Data Products 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
Category Leaders

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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ATLAS.ti logo
Category Leaders

Qualitative data analysis for text, graphical, audio & video

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ATLAS.ti is a qualitative data analysis platform, which allows businesses to analyze content including text, graphics, audio, and video for quality. The platform can be deployed in the cloud or on-premise using Windows, Mac, Android, or iOS devices.

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Phocas logo

Business intelligence, financial reporting & sales analytics

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Phocas helps businesses with data analysis through a self-service, detailed and adaptive examination of your data.

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ClicData logo

The Modern Data Platform made for data people.

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ClicData is a modern data platform to build your data stack or enhance your existing one with powerful, integrated tools.

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Trella Health Marketscape logo

Data analytics solution for healthcare facilities

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Trella’s Marketscape turns healthcare data into clear insights, helping teams track trends, benchmark, and drive growth confidently.

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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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SAP Analytics Cloud logo
Category Leaders

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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