Best Data Discovery Software

Compare the Top Data Discovery Software as of October 2026

What is Data Discovery Software?

Data discovery software is a type of software tool that allows users to quickly identify patterns, trends, and relationships in large datasets. It utilizes tools such as natural language processing and machine learning to quickly analyze data and uncover insights. Data discovery software can be used in a variety of areas such as healthcare, business intelligence, fraud detection, risk management, and more. Its purpose is to give its users quick access to the most relevant data so they can make informed decisions. Compare and read user reviews of the best Data Discovery software currently available using the table below. This list is updated regularly.

  • 1
    DataHub

    DataHub

    DataHub

    Finding the right data shouldn't feel like searching for a needle in a haystack. DataHub's intelligent discovery engine helps users find exactly what they need through natural language search, smart recommendations, and rich contextual information. Search across datasets, dashboards, pipelines, and more with results ranked by relevance, popularity, and your team's usage patterns. Each asset comes with comprehensive context—descriptions, schemas, sample data, usage statistics, and quality indicators—so users can evaluate data fitness before diving in. Collaborative features like discussions, annotations, and documentation make tribal knowledge explicit and searchable. DataHub learns from user behavior, surfacing frequently accessed assets and suggesting related data that others found useful. Whether you're a data scientist hunting for training data, an analyst building a report, or a business user answering an urgent question, DataHub gets you to the right data faster.
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  • 2
    Safetica

    Safetica

    Safetica

    Safetica helps organizations discover and classify sensitive data using content and contextual analysis. Security teams gain continuous visibility into where sensitive data is stored, how it is used, and where it moves across endpoints, cloud applications, email, external devices, and AI interactions. This context helps teams identify risk, reduce exposure, enforce protection policies, and support compliance without disrupting productive work.
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    Starting Price: $72/user
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  • 3
    SCIKIQ

    SCIKIQ

    SCIKIQ

    SCIKIQ is an AI-native Data Discovery platform that helps enterprises find, understand, classify and trust data across complex data environments. SCIKIQ combines Data Discovery, Data Catalog, Metadata Management, Data Search, Data Lineage, Data Profiling, Data Classification and Data Semantics in one unified platform. Automatically discover data across SAP, databases, data warehouses, data lakes, cloud platforms, APIs and enterprise applications. Search and explore datasets, tables, columns, metadata, business terms, KPIs and relationships through intelligent enterprise data discovery. SCIKIQ combines automated metadata discovery with best-in-class Data Lineage, Data Quality and a world-leading Data Semantics practice to provide business context behind enterprise data. Built for Data Discovery, Data Governance, Data Management, Data Cataloging, Business Intelligence, Analytics, Generative AI and Agentic AI.
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  • 4
    TIMi

    TIMi

    TIMi

    The most efficient, sovereign & unified "on-premise" data platform available today. Think about the Azure data platform, but on steroids and 100% Sovereign. TIMi is an ethical solution: Zero Lock-In: We gain your trust through exceptional performance and service, not artificial vendor lock-in Fair price & No hidden fees & No price hikes TIMi is a leader in these fields: Data Preparation/ETL/BPA/BPM/ESB - automate the most complex tasks without code - Connect to everything: Sharepoint, SAP, Salesforce, Facebook, GAds, etc. BigData - 1 TIMi-server is faster than 267 Spark-servers - Process any volumetry at negligible infrastructure cost. Process billions of rows in a matter of seconds on a standard 2K€ server. - manage peta-byte Data Lakes AI/ML: We invented the 1st Auto-ML tool in 2007 TIMi is a horizontal solution used in any industry: Manufacturing, Telecoms, Banks, Supermarket chains, Defense, Gov. Also available in EU-hosted sovereign cloud.
    Starting Price: 499 €/Month
  • 5
    AddSearch

    AddSearch

    AddSearch

    AddSearch is a unified search, AI-answers, and conversational-AI platform used by 1,800+ organizations. Three layers in one platform: keyword search with AI ranking and personalization; content-grounded AI answers with no hallucinations; conversational AI with multi-turn dialogue. Built for Higher Education, Manufacturing & Telecom, Healthcare, Government, Associations, Insurance, Corporate Enterprise, and Finance & Banking. SOC 2 Type II, GDPR, 99.9% standard SLA, up to 99.999% on Enterprise.
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    Starting Price: $119.00/month
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  • 6
    Semarchy xDM
    Use Semarchy unified data platform to experience xDM. Discover, govern, enrich, enlighten and manage data. You can easily transform data into insights with xDM and rapidly deliver data-rich applications with automated master data management. Its business-centric interfaces provide for rapid creation and adoption of data-rich applications, while automation rapidly generates applications to your specific requirements. Use the agile platform to quickly expand or evolve data applications.
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    Omniscope Evo
    Visokio builds Omniscope Evo, complete and extensible BI software for data processing, analytics and reporting. A smart experience on any device. Start from any data in any shape, load, edit, blend, transform while visually exploring it, extract insights through ML algorithms, automate your data workflows, and publish interactive reports and dashboards to share your findings. Omniscope is not only an all-in-one BI tool with a responsive UX on all modern devices, but also a powerful and extensible platform: you can augment data workflows with Python / R scripts and enhance reports with any JS visualisation. Whether you’re a data manager, scientist or analyst, Omniscope is your complete solution: from data, through analytics to visualisation.
    Starting Price: $59/month/user
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    Composable DataOps Platform

    Composable DataOps Platform

    Composable Analytics

    Composable is an enterprise-grade DataOps platform built for business users that want to architect data intelligence solutions and deliver operational data-driven products leveraging disparate data sources, live feeds, and event data regardless of the format or structure of the data. With a modern, intuitive dataflow visual designer, built-in services to facilitate data engineering, and a composable architecture that enables abstraction and integration of any software or analytical approach, Composable is the leading integrated development environment to discover, manage, transform and analyze enterprise data.
    Starting Price: $8/hr - pay-as-you-go
  • 9
    Pine BI

    Pine BI

    Pinexl

    Pine BI allows users to create advanced dynamic charts, gauges and more in a single click in Excel. It also helps users turn an Excel Workbook into a dynamic and engaging dashboard, ready to present and share. Included are more than 25 of the most widely used and complex visualizations for data analysis and project management - Waterfalls, Actual vs. Target Charts, Gantt Charts, Gauges and much more. All visualizations can be presented in PowerPoint and shared with users without the add-in.
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    Tableau

    Tableau

    Salesforce

    Tableau, now enhanced with AI-powered capabilities and integrated with Salesforce, is an advanced analytics platform that helps businesses turn data into actionable insights. With Tableau Next, users can unlock the full potential of their data by accessing trusted AI-driven analytics. Whether deployed in the cloud, on-premises, or natively within Salesforce CRM, Tableau enables seamless data integration, powerful visualizations, and collaboration. The platform is designed to support organizations of all sizes in making data-driven decisions, while fostering a Data Culture through easy-to-use, intuitive tools for analysts, business leaders, IT leaders, and developers alike.
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    Starting Price: $75/user/month
  • 11
    datapine

    datapine

    RIB Software GmbH

    datapine’s business intelligence and dashboard software helps people to turn data into actionable insights and make data-driven decisions in real-time. A user-friendly drag & drop interface empowers managers to data scientists to visualize and analyze complex data by asking important business questions and receiving answers immediately. It offers a wealth of innovative analytics features like predictive analytics and dynamic, interactive business dashboards for modern, KPI driven businesses. Dozens of fast and easy data connectors to all common data sources (databases, flat files, social media, marketing analytics, CRM, ERP, helpdesk etc.) and a wealth of pre-build dashboard templates for different business functions (marketing, sales, management, HR etc.), industries (retail, logistics, healthcare, market research etc.) and platforms (Google Analytics, Facebook, Twitter, Zendesk etc.) help new users to get started quickly. datapine is a RIB Software GmbH solution.
    Starting Price: $249.00/month
  • 12
    Imperva Data Security Fabric
    Protect data at scale with an enterprise-class, multicloud, hybrid security solution for all data types. Extend data security across multicloud, hybrid, and on-premises environments. Discover and classify structured, semi-structured, & unstructured. Prioritize data risk for both incident context and additional data capabilities. Centralize data management via a single data service or dashboard. Protect against data exposure and avoid breaches. Simplify data-centric security, compliance, and governance. Unify the view and gain insights to at-risk data and users. Supervise Zero Trust posture and policy enforcement. Save time and money with automation and workflows. Support for hundreds of file shares and data repositories including public, private, datacenter and third-party cloud services. Cover both your immediate needs & future integrations as you transform and extend use cases in the cloud.
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    Card Recon

    Card Recon

    Ground Labs

    Card Recon by Ground Labs is the cardholder data discovery tool of choice for more than 300 PCI Qualified Security Assessors (QSAs) and PCI Forensic Investigators (PFI). Accurate and powerful, Card Recon is trusted by over 4,500 merchants across 80 countries as their preferred credit card data discovery tool. Ground Labs has two industry-leading credit card scanning solutions that can fit the needs of your small to medium business: Card Recon Server and Card Recon Desktop. Card Recon searches files, memory and even deleted locations on workstations and file servers (Card Recon Server only) while inspecting hundreds of file types to accurately detect credit card numbers issued by the 10 major payment card providers. Custom-built to meet PCI compliance, Card Recon’s out-of-the-box cardholder data detection capabilities scan for credit card numbers from the 10 major card brands and can identify 160+ combinations of primary account number (PAN) structures used around the world.
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    JMP Statistical Software

    JMP Statistical Software

    JMP Statistical Discovery

    JMP, data analysis software for Mac and Windows, combines the strength of interactive visualization with powerful statistics. Importing and processing data is easy. The drag-and-drop interface, dynamically linked graphs, libraries of advanced analytic functionality, scripting language and ways of sharing findings with others, allows users to dig deeply into their data, with greater ease and speed. Originally developed in the 1980’s to capture the new value in GUI for personal computers, JMP remains dedicated to adding cutting-edge statistical methods and special analysis techniques from a variety of industries to the software’s functionality with each release. The organization's founder, John Sall, still serves as Chief Architect.
    Starting Price: $1320/year/user
  • 15
    Acterys

    Acterys

    FP&A Software

    Acterys is an integrated platform for Corporate Performance Management (CPM) and Financial Planning & Analytics (FP&A) integrated with Microsoft Azure, Power BI and Excel. Automate the integration of all your relevant data sources with connectors to a variety of ERP/ accounting / Saas solutions and run all CPM processes on a single platform based on market leading SQL Server technologies (Azure & on-premise) Profit form ready made, fully configurable application templates for all aspects of planning, forecasting and consolidation. Business users can implement FP&A and CPM processes exactly to their needs, natively integrated with your day to day productivity solutions.
    Starting Price: $55.00/month/user
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    Owler

    Owler

    Owler

    Track the companies that matter to you. Access exclusive information on over 13M public and private businesses, curated from the Owler community. Discover companies that could boost your business. Filter by industry, geography, revenue, employee count, and more. Explore over 40 million competitive relationships and identify the companies to watch. Follow the companies that matter to you, and get news and customizable real-time alerts about them. You’ve got your eye on a few companies, for one reason or another. Track them with Owler news alerts, and gain insight into changes that could impact your next move. Monitor what people are saying about your brand, keep tabs on your competitors, and track the industry news that impacts your business. Work smarter, eliminate noise, and spend more of your time selling with actionable insights about the companies in your pipeline.