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Embedded Analytics Software with AI/Machine Learning (2026)

Last updated: April 2026

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23 software options

Zoho Analytics logo

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KNOWAGE is the open source analytics and business intelligence suite that allows businesses to combine data coming from different sources such as traditional RDBMS, big data, NoSQL, open data, SolR indexes, cloud data, private files, or external data services in a single interactive view.

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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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Infor OS logo

Modern business intelligence and analytics platform.

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Infor OS is a BI product that promises to enable a single view of data and eliminate data silos. Additionally, decentralized teams and individual users can augment this shared analytic fabric with their own local data, without compromising data governance. This consistency comes from a unified semantic layer, which maintains common definitions and key metrics, no matter where users sit. The platform can be deployed to a fully managed cloud or client managed cloud/on-premises.

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Zoined logo

Business performance management software

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Zoined is a cloud-based analytics solution designed to help retailers, restaurants, and wholesalers turn raw data into valuable insights, facilitating data-driven decisions. It offers retail analytics tools that enable businesses to gain deeper insights into their sales, workforce efficiency, inventory management, and campaigns.

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Statgraphics Centurion logo

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Statgraphics Centurion is a Windows-based software that helps businesses generate statistical reports, visualize data, and conduct predictive analysis. Data scientists can classify data, manage K-means clustering, create data associations, generate regression trees, and conduct text mining.

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OpenText Analytics Cloud logo

Data visualization and analysis solution for business

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OpenText Magellan is a cloud-based machine learning & predictive analytics platform, which helps businesses analyze structured and unstructured data captured from multiple sources. Key features include data visualization, natural language processing, concept identification, and sentiment analysis.

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Pecan is designed for any data-oriented teams, ready to gain the power of AI, without relying on limited in-house or external data science resources.

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SAP Analytics Cloud logo

Web-based financial planning, BI analytics and collaboration

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Looker logo

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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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Qrvey is the only solution for embedded analytics with a built-in data lake. Qrvey saves engineering teams time and money with a turnkey solution connecting your data warehouse to your SaaS application.

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Yellowfin is a single web application that’s easy to white label and embed seamlessly into your app. Our flexible UI integration, comprehensive APIs, and security integration give you all the options you need to deliver a fully embedded, white-labeled BI solution.

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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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Qlik Sense logo

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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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Keatext logo

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Keatext is a text analytics solution that delivers AI-based recommendations and ready-to-share reports leveraging GPT to improve customer experience.

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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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ConverSight logo

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ConverSight.ai’s AI assistant, ATHENA, connects distributed databases (ERPs and CRMs), delivering on-demand insights to direct your next move through 3 key functions:

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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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