# Best Data Discovery Software 2026 | Capterra > Find the top Data Discovery software of 2026 on Capterra. Based on millions of verified user reviews - compare and filter for whats important to you to find the best tools for your needs. Source: https://www.capterra.com/data-discovery-software --- # Best Data Discovery Software Need help? Tell us your requirements and get a personalized shortlist of the best software. For more information consult our [Data Discovery Buyers Guide](#buyers-guide-content) [5.0 (10)](https://www.capterra.com/p/202516/Netwrix-Data-Classification/reviews/) Discover, classify, and secure sensitive data across your environments with intelligent data classification solutions. [Learn more about Netwrix Data Classification](https://www.capterra.com/p/202516/Netwrix-Data-Classification/) Data Discovery features reviewers most value Access Controls/Permissions Dashboard Creation Data Cleansing Data Connectors Data Visualization Multiple Data Sources Reporting/Analytics Search/Filter Third-Party Integrations [5.0 (1)](https://www.capterra.com/p/10025557/Collate/#reviews) Collate helps teams discover & understand data faster w/ AI-driven search, personalized views, and smart, open-source-powered insights. [Learn more about Collate](https://www.capterra.com/p/10025557/Collate/) Data Discovery features reviewers most value Access Controls/Permissions Dashboard Creation Data Cleansing Data Connectors Data Visualization Multiple Data Sources Reporting/Analytics Search/Filter Third-Party Integrations [5.0 (1)](https://www.capterra.com/p/10016831/Ketch/#reviews) Ketch automates data discovery, mapping, and classification to ensure visibility, compliance, and responsible data use across systems. [Learn more about Ketch](https://www.capterra.com/p/10016831/Ketch/) Data Discovery features reviewers most value Access Controls/Permissions Dashboard Creation Data Cleansing Data Connectors Data Visualization Multiple Data Sources Reporting/Analytics Search/Filter Third-Party Integrations Connect with a Capterra advisor for a free 15-minute consultation Get a personalized software list aligned to your business needs with guidance from our expert advisors. [4.0 (2)](https://www.capterra.com/p/201796/DataSecurity-Plus/#reviews) Locate sensitive data (PII/ePHI/PCI) across on-premises servers, NAS devices, endpoints, & cloud services using data discovery policies [Learn more about ManageEngine DataSecurity Plus](https://www.capterra.com/p/201796/DataSecurity-Plus/) Data Discovery features reviewers most value Access Controls/Permissions Dashboard Creation Data Cleansing Data Connectors Data Visualization Multiple Data Sources Reporting/Analytics Search/Filter Third-Party Integrations [4.4 (12)](https://www.capterra.com/p/10004983/SAS-Viya/#reviews) SAS Viya is a cloud-native AI and analytics platform that integrates data, builds models, and manages cloud infrastructure. [Learn more about SAS Viya](https://www.capterra.com/p/10004983/SAS-Viya/) Data Discovery features reviewers most value Access Controls/Permissions Dashboard Creation Data Cleansing Data Connectors Data Visualization Multiple Data Sources Reporting/Analytics Search/Filter Third-Party Integrations [4.5 (258)](https://www.capterra.com/p/10005468/Logi-Symphony/reviews/) Logi Symphony: Embedded analytics with patented Data Sharpening & full AI capabilities on-premises where competitors fall short. [Learn more about Logi Symphony](https://www.capterra.com/p/10005468/Logi-Symphony/) Data Discovery features reviewers most value Access Controls/Permissions Dashboard Creation Data Cleansing Data Connectors Data Visualization Multiple Data Sources Reporting/Analytics Search/Filter Third-Party Integrations 84% recommend this product 0.0 (0) Secure, explainable AI for compliance, reporting, risk, and ESG; built for financial institutions and corporates. [Learn more about GaiaLens](https://www.capterra.com/p/10004097/GaiaLens/) Data Discovery features reviewers most value Access Controls/Permissions Dashboard Creation Data Cleansing Data Connectors Data Visualization Multiple Data Sources Reporting/Analytics Search/Filter Third-Party Integrations [4.8 (9)](https://www.capterra.com/p/171372/EasyMorph/reviews/) EasyMorph is a very fast and highly capable data preparation / ETL tool designed from the ground up for non-technical users. [Learn more about EasyMorph](https://www.capterra.com/p/171372/EasyMorph/) Data Discovery features reviewers most value Access Controls/Permissions Dashboard Creation Data Cleansing Data Connectors Data Visualization Multiple Data Sources Reporting/Analytics Search/Filter Third-Party Integrations [4.4 (35)](https://www.capterra.com/p/34708/ZEMA-Suite/reviews/) Zema Enterprise: data acquisition, curve automation, analytics & system integration in energy, commodities & finance markets [Learn more about Zema Enterprise](https://www.capterra.com/p/34708/ZEMA-Suite/) Data Discovery features reviewers most value Access Controls/Permissions Dashboard Creation Data Cleansing Data Connectors Data Visualization Multiple Data Sources Reporting/Analytics Search/Filter Third-Party Integrations [## Tableau](https://www.capterra.com/p/208764/Tableau/) [4.6 (2350)](https://www.capterra.com/p/208764/Tableau/reviews/) Tableau Software helps people see and understand data. Tableau delivers fast analytics, visualization and business intelligence. [Learn more about Tableau](https://www.capterra.com/p/208764/Tableau/) Data Discovery features reviewers most value Access Controls/Permissions Dashboard Creation Data Cleansing Data Connectors Data Visualization Multiple Data Sources Reporting/Analytics Search/Filter Third-Party Integrations [## Google Cloud](https://www.capterra.com/p/268690/Google-Cloud-Platform/) [4.7 (2276)](https://www.capterra.com/p/268690/Google-Cloud-Platform/reviews/) Cloud-based service that allows users to create anything from swebsites to complex applications for businesses of all sizes. [Learn more about Google Cloud](https://www.capterra.com/p/268690/Google-Cloud-Platform/) Data Discovery features reviewers most value Access Controls/Permissions Dashboard Creation Data Cleansing Data Connectors Data Visualization Multiple Data Sources Reporting/Analytics Search/Filter Third-Party Integrations 82% recommend this product [## Microsoft Power BI](https://www.capterra.com/p/176586/Power-BI/) [4.6 (1873)](https://www.capterra.com/p/176586/Power-BI/reviews/) Microsoft Power BI is business intelligence software that helps users visualize data and generate reports from various applications. [Learn more about Microsoft Power BI](https://www.capterra.com/p/176586/Power-BI/) Data Discovery features reviewers most value Access Controls/Permissions Dashboard Creation Data Cleansing Data Connectors Data Visualization Multiple Data Sources Reporting/Analytics Search/Filter Third-Party Integrations 81% recommend this product [## Looker](https://www.capterra.com/p/169053/Looker/) [4.5 (282)](https://www.capterra.com/p/169053/Looker/reviews/) Looker is a cloud-based and AI-enabled BI platform enabling organizations to explore data, create analytics apps, and share insights. [Learn more about Looker](https://www.capterra.com/p/169053/Looker/) Data Discovery features reviewers most value Access Controls/Permissions Dashboard Creation Data Cleansing Data Connectors Data Visualization Multiple Data Sources Reporting/Analytics Search/Filter Third-Party Integrations 81% recommend this product [## Qlik Sense](https://www.capterra.com/p/209809/Qlik-Sense/) [4.5 (261)](https://www.capterra.com/p/209809/Qlik-Sense/reviews/) Qlik Sense is a business intelligence (BI) and data discovery platform that helps global enterprises move faster and work smarter. [Learn more about Qlik Sense](https://www.capterra.com/p/209809/Qlik-Sense/) Data Discovery features reviewers most value Access Controls/Permissions Dashboard Creation Data Cleansing Data Connectors Data Visualization Multiple Data Sources Reporting/Analytics Search/Filter Third-Party Integrations [## SAP Crystal Reports](https://www.capterra.com/p/212107/SAP-Crystal-Reports/) [4.3 (174)](https://www.capterra.com/p/212107/SAP-Crystal-Reports/reviews/) With SAP Crystal Reports 2020, you can create powerful, richly formatted, dynamic reports from virtually any data source. Buy for $495. [Learn more about SAP Crystal Reports](https://www.capterra.com/p/212107/SAP-Crystal-Reports/) Data Discovery features reviewers most value Access Controls/Permissions Dashboard Creation Data Cleansing Data Connectors Data Visualization Multiple Data Sources Reporting/Analytics Search/Filter Third-Party Integrations [## Wolfram Mathematica](https://www.capterra.com/p/171048/Wolfram-Mathematica/) [4.6 (169)](https://www.capterra.com/p/171048/Wolfram-Mathematica/reviews/) Technical computing system that provides tools for image processing, geometry, visualization, machine learning, data mining, and more. [Learn more about Wolfram Mathematica](https://www.capterra.com/p/171048/Wolfram-Mathematica/) Data Discovery features reviewers most value Access Controls/Permissions Dashboard Creation Data Cleansing Data Connectors Data Visualization Multiple Data Sources Reporting/Analytics Search/Filter Third-Party Integrations [## Safetica](https://www.capterra.com/p/254806/Safetica-NXT/) [4.7 (141)](https://www.capterra.com/p/254806/Safetica-NXT/reviews/) Safetica’s Intelligent Data Security protects sensitive data where teams work, using AI to deliver contextual awareness. [Learn more about Safetica](https://www.capterra.com/p/254806/Safetica-NXT/) Data Discovery features reviewers most value Access Controls/Permissions Dashboard Creation Data Cleansing Data Connectors Data Visualization Multiple Data Sources Reporting/Analytics Search/Filter Third-Party Integrations 91% recommend this product [## Phocas](https://www.capterra.com/p/141678/Phocas-Software/) [4.7 (132)](https://www.capterra.com/p/141678/Phocas-Software/reviews/) Phocas supports data discovery by presenting transaction data in an intuitive way. [Learn more about Phocas](https://www.capterra.com/p/141678/Phocas-Software/) Data Discovery features reviewers most value Access Controls/Permissions Dashboard Creation Data Cleansing Data Connectors Data Visualization Multiple Data Sources Reporting/Analytics Search/Filter Third-Party Integrations 92% recommend this product [## SAP Analytics Cloud](https://www.capterra.com/p/249571/SAP-Analytics-Cloud/) [4.4 (119)](https://www.capterra.com/p/249571/SAP-Analytics-Cloud/reviews/) SAP Analytics Cloud is the all-in-one cloud platform for business intelligence, planning and predictive analytics. [Learn more about SAP Analytics Cloud](https://www.capterra.com/p/249571/SAP-Analytics-Cloud/) Data Discovery features reviewers most value Access Controls/Permissions Dashboard Creation Data Cleansing Data Connectors Data Visualization Multiple Data Sources Reporting/Analytics Search/Filter Third-Party Integrations [## SyncSpider](https://www.capterra.com/p/211760/SyncSpider/) [4.7 (116)](https://www.capterra.com/p/211760/SyncSpider/reviews/) Sync Product, Order & Customer Data Across over +400 ecommerce, ERP, CRM, and marketplace integrations [Learn more about SyncSpider](https://www.capterra.com/p/211760/SyncSpider/) Data Discovery features reviewers most value Access Controls/Permissions Dashboard Creation Data Cleansing Data Connectors Data Visualization Multiple Data Sources Reporting/Analytics Search/Filter Third-Party Integrations 88% recommend this product [## epocrates](https://www.capterra.com/p/81890/Epocrates/) [4.6 (88)](https://www.capterra.com/p/81890/Epocrates/reviews/) Medical PDA software with drug interactions, dosing, pricing, adverse reaction, Medicare Part D, pharmacology, and safety monitoring. [Learn more about epocrates](https://www.capterra.com/p/81890/Epocrates/) Data Discovery features reviewers most value Access Controls/Permissions Dashboard Creation Data Cleansing Data Connectors Data Visualization Multiple Data Sources Reporting/Analytics Search/Filter Third-Party Integrations [## Sigma Computing](https://www.capterra.com/p/188405/Sigma/) [4.3 (83)](https://www.capterra.com/p/188405/Sigma/reviews/) Sigma is the only BI and analytics solution built for your cloud data warehouse, empowering everyone to explore data at cloud scale. [Learn more about Sigma Computing](https://www.capterra.com/p/188405/Sigma/) Data Discovery features reviewers most value Access Controls/Permissions Dashboard Creation Data Cleansing Data Connectors Data Visualization Multiple Data Sources Reporting/Analytics Search/Filter Third-Party Integrations [## ManageEngine ADAudit Plus](https://www.capterra.com/p/210774/ADAudit-Plus/) [4.4 (72)](https://www.capterra.com/p/210774/ADAudit-Plus/reviews/) Get clear, real-time visibility into your hybrid IT environment with ADAudit Plus—an IT auditing, security, and compliance solution. [Learn more about ManageEngine ADAudit Plus](https://www.capterra.com/p/210774/ADAudit-Plus/) Data Discovery features reviewers most value Access Controls/Permissions Dashboard Creation Data Cleansing Data Connectors Data Visualization Multiple Data Sources Reporting/Analytics Search/Filter Third-Party Integrations [## Elastic Stack](https://www.capterra.com/p/149304/Elasticsearch/) [4.6 (70)](https://www.capterra.com/p/149304/Elasticsearch/reviews/) Reliably and securely take data from any source, in any format, then search, analyze, and visualize it in real time. [Learn more about Elastic Stack](https://www.capterra.com/p/149304/Elasticsearch/) Data Discovery features reviewers most value Access Controls/Permissions Dashboard Creation Data Cleansing Data Connectors Data Visualization Multiple Data Sources Reporting/Analytics Search/Filter Third-Party Integrations [## Spotfire](https://www.capterra.com/p/81277/TIBCO-Spotfire/) [4.4 (60)](https://www.capterra.com/p/81277/TIBCO-Spotfire/reviews/) Spotfire gives experts the ability to ask and answer questions of their data at the speed of thought. [Learn more about Spotfire](https://www.capterra.com/p/81277/TIBCO-Spotfire/) Data Discovery features reviewers most value Access Controls/Permissions Dashboard Creation Data Cleansing Data Connectors Data Visualization Multiple Data Sources Reporting/Analytics Search/Filter Third-Party Integrations Page 1 of 9 ## Top-rated software of 2026 ### Fill out the form and we'll send a list of the top-rated software based on real user reviews directly to your inbox. Filter (216) Products: Sort By: Sponsored * * * Plan Type Free Trial Popular 85% of professionals opt for a 30-day trial before the software purchase Other subsciption plans: Free Version Monthly Subscription Annual Subscription One-Time License Key Features All key features Popular We have selected the most important and critical features as defined by Capterra user reviews Access Controls/Permissions AI Copilot Dashboard Creation Data Cleansing Data Connectors Data Extraction Data Mapping Data Transformation Data Visualization Generative AI Multiple Data Sources Publishing/Sharing Reporting/Analytics Search/Filter Self Service Data Preparation Sensitive Data Identification Third-Party Integrations Visual Analytics Deployment Cloud, SaaS, Web-Based Desktop Mac Desktop Windows Desktop Linux On-Premise Windows On-Premise Linux Desktop Chromebook Mobile Android Mobile iPhone Mobile iPad Related Software Category: [Electronic Discovery Software](https://www.capterra.com/electronic-discovery-software/)[Data Visualization Software](https://www.capterra.com/data-visualization-software/)[Reporting Software](https://www.capterra.com/reporting-software/)[Business Intelligence Software](https://www.capterra.com/business-intelligence-software/)[Big Data Software](https://www.capterra.com/big-data-software/)