---
description: Discover and compare Data Discovery Software Applications & Tools for Mac. Capterra is a free interactive tool that lets you quickly narrow down your software selection, contact multiple vendors, and compare platforms for your business.
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title: Data Discovery Software for Mac - Price comparison & Reviews - Capterra Ireland 2026
---

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# Data Discovery Software

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> Data Discovery software is designed to collect, evaluate, and visualize data from multiple sources. Data Discovery software can be used to detect trends, patterns, and outliers to help companies gain insight from business data.

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## Products

1. [SAS Viya](https://www.capterra.ie/software/1043140/sas-viya) — 4.4/5 (12 reviews) — SAS Viya is a cloud-native AI and analytics platform that integrates data, builds models, and manages cloud infrastructure.
2. [ManageEngine DataSecurity Plus](https://www.capterra.ie/software/201796/datasecurity-plus) — 4.0/5 (2 reviews) — Locate sensitive data (PII/ePHI/PCI) across on-premises servers, NAS devices, endpoints, \& cloud services using data discovery policies
3. [Tableau](https://www.capterra.ie/software/77260/tableau) — 4.6/5 (2348 reviews) — Tableau Software helps people see and understand data. Tableau delivers fast analytics, visualization and business intelligence.
4. [Looker](https://www.capterra.ie/software/169053/looker) — 4.5/5 (282 reviews) — Looker is a cloud-based and AI-enabled BI platform enabling organizations to explore data, create analytics apps, and share insights.
5. [Qlik Sense](https://www.capterra.ie/software/145530/qlik-sense) — 4.5/5 (260 reviews) — Qlik Sense is a business intelligence (BI) and data discovery platform that helps global enterprises move faster and work smarter.
6. [SAP Crystal Reports](https://www.capterra.ie/software/144572/sap-crystal-reports) — 4.3/5 (174 reviews) — With SAP Crystal Reports 2020, you can create powerful, richly formatted, dynamic reports from virtually any data source. Buy for $495.
7. [Wolfram Mathematica](https://www.capterra.ie/software/171048/wolfram-mathematica) — 4.6/5 (169 reviews) — Technical computing system that provides tools for image processing, geometry, visualization, machine learning, data mining, and more.
8. [Safetica](https://www.capterra.ie/software/1032363/safetica-nxt) — 4.7/5 (141 reviews) — Safetica’s Intelligent Data Security protects sensitive data where teams work, using AI to deliver contextual awareness.
9. [Phocas](https://www.capterra.ie/software/141678/phocas-software) — 4.7/5 (132 reviews) — Phocas supports data discovery by presenting transaction data in an intuitive way.
10. [Elastic Stack](https://www.capterra.ie/software/149304/elasticsearch) — 4.6/5 (70 reviews) — Reliably and securely take data from any source, in any format, then search, analyze, and visualize it in real time.
11. [Spotfire](https://www.capterra.ie/software/81277/tibco-spotfire) — 4.4/5 (60 reviews) — Spotfire gives experts the ability to ask and answer questions of their data at the speed of thought.
12. [JMP](https://www.capterra.ie/software/151815/jmp-statistical-software) — 4.5/5 (53 reviews) — JMP is the ideal data discovery tool for understanding complex relationships, digging deeper, and discovering the unexpected.
13. [FindNiche](https://www.capterra.ie/software/1014401/findniche) — 4.8/5 (47 reviews) — Cloud-based niche commodities analytics tool for dropshipping.
14. [Pentaho](https://www.capterra.ie/software/78014/pentaho-business-analytics) — 4.3/5 (46 reviews) — Access, blend and analyze all types and sizes of data, empower users to visualize data across multiple dimensions.
15. [Two Minute Reports](https://www.capterra.ie/software/209172/two-minute-reports) — 4.7/5 (43 reviews) — Build live dashboards, analyze campaign performance, and maximize ROI seamlessly. Automate client reports and remove the guesswork
16. [Tugger](https://www.capterra.ie/software/1030146/tugger) — 4.8/5 (31 reviews) — Tugger connects your business systems to AI tools and Power BI. Ask your data anything in plain English, or build dashboards. No code.
17. [Oracle Analytics Cloud](https://www.capterra.ie/software/170920/oracle-analytics-cloud) — 4.2/5 (16 reviews) — The Oracle Analytics platform is a complete analytics solution with embedded ML that delivers insights for all data to any role.
18. [Rulex](https://www.capterra.ie/software/1014572/rulex) — 4.9/5 (15 reviews) — Rulex Platform is a people-centric decision intelligence platform creating tailored business solutions with accessible technology.
19. [Blossom Sky](https://www.capterra.ie/software/1023201/blossom-federated-ai-platform) — 4.7/5 (14 reviews) — Our Data AI Platform works between existing (and future) technologies and unites data silos into one AI Analytics platform.
20. [4MDG](https://www.capterra.ie/software/1045823/4mdg) — 4.8/5 (14 reviews) — Master data management platform that helps businesses centralize, profile, and access data from multiple sources.
21. [R Discovery](https://www.capterra.ie/software/1020712/r-discovery) — 4.4/5 (13 reviews) — Keep up with latest academic research with R Discovery, which instantly discovers \& suggests research papers tailored to your interests
22. [DigitalRoute](https://www.capterra.ie/software/1036704/usage) — 4.8/5 (13 reviews) — DigitalRoute enables data discovery by collecting, evaluating, and detecting usage patterns for anomalies \& predict future trends.
23. [Manta](https://www.capterra.ie/software/145178/manta-flow) — 4.2/5 (12 reviews) — Discover actionable insights hidden within data and improve your business intelligence efforts with Manta’s data lineage solution.
24. [Raynet One](https://www.capterra.ie/software/219744/rayventory) — 4.5/5 (12 reviews) — Raynet One delivers True IT Asset Visibility – enabling reliable data, full transparency and successful IT Management.
25. [Lumenore](https://www.capterra.ie/software/174713/lumenore) — 4.8/5 (11 reviews) — Low-code BI platform that unifies data and delivers real-time, actionable insights through self-service and conversational analytics.

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## Related Categories

- [Big Data Software](https://www.capterra.ie/directory/30851/big-data/software)
- [Dashboard Software](https://www.capterra.ie/directory/30839/dashboard/software)
- [Data Management Software](https://www.capterra.ie/directory/31003/data-management/software)
- [Reporting Tools](https://www.capterra.ie/directory/30053/reporting/software)
- [Business Intelligence Platform](https://www.capterra.ie/directory/23/business-intelligence/software)

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Pentahos open source heritage\ndrives continued innovation in a modern, unified, flexible analytics platform that\nhelps organizations accelerate their analytics data pipelines.","image":"https://gdm-catalog-fmapi-prod.imgix.net/ProductLogo/ed47c5d9-dddf-4b6a-a8c1-c1ee39fbcc1c.png","url":"https://www.capterra.ie/software/78014/pentaho-business-analytics","@type":"ListItem"},{"name":"Two Minute Reports","position":15,"description":"Two Minute Reports is a marketing reporting and analytics tool designed to enhance client reporting. Extract updated marketing data from 25+ channels and build instant reports and dashboards via free templates ranging from SEO, PPC, e-commerce, and social media to CRM within minutes. There is no need to download CSV data and spend countless hours formatting it; you can schedule and send updated data automatically to your clients. You don’t have to juggle between multiple tools. 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Easy to use. ISO 27001 aligned.","image":"https://gdm-catalog-fmapi-prod.imgix.net/ProductLogo/c2fe274e-d07d-4363-a63a-d298fa474914.png","url":"https://www.capterra.ie/software/1030146/tugger","@type":"ListItem"},{"name":"Oracle Analytics Cloud","position":17,"description":"The Oracle Analytics platform is a cloud native service that provides the capabilities that address the entire analytics process including data ingestion and modeling, data preparation and enrichment, and visualization, without compromising security and governance. Embedded ML and natural language  technologies help increase productivity and build an analytics-driven culture in organizations. 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It consists of two core integrated products, Rulex Factory and Rulex Studio, that enable full lifecycle management within a single environment, from designing flows in a drag-and-drop WYSIWYG interface to deploying solutions in production and visualizing results in dynamic executive reports for stakeholders.\nBy orchestrating data smartly and leveraging decision intelligence such as mathematical optimization, eXplainable AI, rule engines, and machine learning, Rulex Platform can address complex business challenges, improving process efficiency and decision-making. \nSolutions can be easily integrated with any third-party system and architecture through APIs, smoothly deployed into any environment via DevOps tools, and scheduled to run through flexible flow automation.","image":"https://gdm-catalog-fmapi-prod.imgix.net/ProductLogo/20ae50d6-3a73-4522-864f-980c2561f071.png","url":"https://www.capterra.ie/software/1014572/rulex","@type":"ListItem"},{"name":"Blossom Sky","position":19,"description":"Our AI-Powered Data Platform works between existing (and future) data processing technologies.  \nBlossom Sky optimizes the workflow of data processing, AI training and data analytics. By breaking data silos, our federated analytics platform scales AI training and analytics over multi-cloud and hybrid cloud environments. We support common big data systems like Hadoop, Spark, or Flink as well as API-driven data platforms like Databricks or Starburst.","image":"https://gdm-catalog-fmapi-prod.imgix.net/ProductLogo/2424a596-6945-46bf-af75-86a46f6df681.png","url":"https://www.capterra.ie/software/1023201/blossom-federated-ai-platform","@type":"ListItem"},{"name":"4MDG","position":20,"description":"4MDG, a Brazilian startup that has developed a cutting-edge master data management software.\nOur software solves the problem of disorganized and inconsistent data across a variety of platforms, allowing companies to easily manage and maintain their data in one centralized location. With 4MDG, businesses can streamline their data processes, improve data quality, and make better decisions based on accurate and up-to-date information.","image":"https://gdm-catalog-fmapi-prod.imgix.net/ProductLogo/7955a7ee-497d-483e-8c9c-7c6b969ea6b5.png","url":"https://www.capterra.ie/software/1045823/4mdg","@type":"ListItem"},{"name":"R Discovery","position":21,"description":"R Discovery creates research feeds based on your interests from its academic reading library of 110M+ peer reviewed journal articles, including 40M+ open access articles, 2M+ preprints & 7.5M+ patents. Stay updated with daily recommendations, audio streaming, AI translation, reference manager sync & more. Enjoy free or unlock unlimited access with R Discovery Prime ($3/month). Join 2.4M+ users on R Discovery, the best reading app for researchers (rated 4.6+ on Google Play/App Store). Get it now!","image":"https://gdm-catalog-fmapi-prod.imgix.net/ProductLogo/c3954cd3-3738-48bc-a816-87bc82f7c535.png","url":"https://www.capterra.ie/software/1020712/r-discovery","@type":"ListItem"},{"name":"DigitalRoute","position":22,"description":"DigitalRoute’s platform excels in data discovery, enabling businesses to uncover valuable insights from their usage data. By collecting and processing data from multiple sources, the solution allows organizations to discover patterns, trends, and anomalies in service usage. This capability is crucial for developing new revenue streams and optimizing existing ones. DigitalRoute’s data discovery features include usage intelligence tools that provide descriptive information on customer behavior and preferences. The platform’s ability to archive and retrieve transaction details supports in-depth analysis and problem-solving. With easy-to-use dashboards and machine learning capabilities, DigitalRoute empowers businesses to predict future trends and make data-driven decisions, enhancing their ability to innovate and respond to market changes quickly.","image":"https://gdm-catalog-fmapi-prod.imgix.net/ProductLogo/5c5f82cf-92a8-4e98-9a04-158429bb247f.jpeg","url":"https://www.capterra.ie/software/1036704/usage","@type":"ListItem"},{"name":"Manta","position":23,"description":"Discover the insights hidden within your data using Manta’s data lineage solution by automating the building of a clear and comprehensive map of your data flows, sources, transformations, and dependencies. Use this map to observe how your data has moved and transformed over time, unlock actionable insights, and improve business intelligence efforts.","image":"https://gdm-catalog-fmapi-prod.imgix.net/ProductLogo/9c4a807c-01cb-4154-8e79-0538ced1b101.jpeg","url":"https://www.capterra.ie/software/145178/manta-flow","@type":"ListItem"},{"name":"Raynet One","position":24,"description":"You can't manage, what you can't see. Raynet One offers True IT Asset Visibility through a combination of flexible discovery, inventory and numerous SaaS and cloud connectors. The aggregation, transformation and normalization of raw data creates a high-quality, complete and reliable basis for successful and intelligent software asset management. After all, if you can't see it, you can't manage it. Raynet One provides valuable, trusted IT assets and delivers valuable insights into the entire software portfolio. It not only provides insights into used and unused applications but also delivers key data to identify over- and under-licensing – so your company is optimally prepared for software audits. True IT Asset Visibility of your software portfolio with Raynet One is the essential building block for successful and effective IT Management.","image":"https://gdm-catalog-fmapi-prod.imgix.net/ProductLogo/45782202-fb7a-4b48-af7b-c44d72f163a4.png","url":"https://www.capterra.ie/software/219744/rayventory","@type":"ListItem"},{"name":"Lumenore","position":25,"description":"Lumenore, a Netlink flagship AI product, is an advanced analytics platform that leverages AI to provide businesses with deep insights into their data. It makes complex data analysis accessible and actionable for users of all skill levels through features like conversational analytics, AI-driven visualizations, machine learning-driven predictive analytics, and data storytelling through narrative insights. 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