Best Data Discovery Software
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Compare the Top Data Discovery Software as of October 2026
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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.
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1
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. -
2
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.Starting Price: $72/user -
3
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. -
4
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 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.Starting Price: $119.00/month -
6
Semarchy xDM
Semarchy
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. -
7
Omniscope Evo
Visokio
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 -
8
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
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.Starting Price: $75/user/month -
10
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 -
11
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 -
12
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 -
13
OvalEdge
OvalEdge
OvalEdge is a cost-effective data catalog designed for end-to-end data governance, privacy compliance, and fast, trustworthy analytics. OvalEdge crawls your organizations’ databases, BI platforms, ETL tools, and data lakes to create an easy-to-access, smart inventory of your data assets. Using OvalEdge, analysts can discover data and deliver powerful insights quickly. OvalEdge’s comprehensive functionality enables users to establish and improve data access, data literacy, and data quality.Starting Price: $1,300/month -
14
DvSum
DvSum
DvSum is a AI-powered Data Intelligence platform that makes it remarkably easier for your data and analytics teams to discover, monitor, and govern data. With powerful AI-enabled algorithms, DvSum automatically catalogues, classifies, and curates your data and makes it available as an actionable Data Catalog. Propel your enterprise towards its digital and analytics enabled transformation goals with DvSum Data Intelligence.Starting Price: $1000/ per month -
15
OneTrust Privacy Automation
OneTrust
Go beyond compliance and build trust through transparency, choice, and control. People demand greater control of their data, unlocking an opportunity for organizations to use these moments to build trust and deliver more valuable experiences. We provide privacy and data governance automation to help organizations better understand their data across the business, meet regulatory requirements, and operationalize risk mitigation to provide transparency and choice to individuals. Achieve data privacy compliance faster and build trust in your organization. Our platform helps break down silos across processes, workflows, and teams to operationalize regulatory compliance and enable trusted data use. Build proactive privacy programs rooted in global best practices, not reactive to individual regulations. Gain visibility into unknown risks to drive mitigation and risk-based decision making. Respect individual choice and embed privacy and security by default into the data lifecycle. -
16
Crunchbase
Crunchbase
Crunchbase is the leading platform for professionals to discover innovative companies, connect with the people behind them, and pursue new opportunities. Over 55 million professionals—including entrepreneurs, investors, market researchers, and salespeople—trust Crunchbase to inform their business decisions. And companies all over the world rely on us to power their applications, making over a billion calls to our API each year. We believe that diversity fosters the discovery of new solutions and surfaces old problems that need answers. We want to democratize access to opportunities so that people and companies with different perspectives can accelerate innovation for a better future. Crunchbase Pro: For individuals who want to access company, investor, and funding data via our web interface. Includes features like advanced search, custom lists, personalized alerts, and CSV exports. Great for sales professionals, entrepreneurs, market researchers, and investors.Starting Price: $29 per user per month -
17
NaturalText
NaturalText
NaturalText A.I. helps you get more out of your data. Discover relationships, create collections, and unveil hidden insights in documents and other text-based data. NaturalText A.I. uses novel artificial intelligence technology to uncover hidden relationships in data. The software uses various state-of-the-art methods to understand context, analyze patterns, and reveal insights—all in a human-readable way. Reveal insights hidden in your data. Finding everything hidden in your text data is a difficult, if not impossible, task. With traditional search, you can only locate information related to a document. NaturalText A.I., on the other hand, uncovers new information within millions of documents, including scientific papers and patents. Use NaturalText A.I. to reveal insights in the data you are currently missing.Starting Price: $5000.00 -
18
Tracxn
Tracxn Technologies Ltd
Tracxn is one of the leading market research and data platforms that tracks companies across the globe. We scan data to help our customers perform market research on the startup ecosystem, find deals matching their mandate, perform company due diligence, In-depth tracking of funding rounds, company news, and tracking of emerging themes across industries & markets. Tracxn's clientele includes Venture capitalists (VC), Private Equity Funds (PE), Merger & Acquisition (M&A), and Innovation teams of Fortune 500 companies and Investment Banks. The Tracxn platform is also used by various Governments, Accelerators & Incubators, and Universities for tracking innovative companies and sectors. Tracxn is a subscription-based Software as a Service ("Saas") platform that covers 2.5M+ companies through 2.6K+ feeds categorized across industries, sectors, and sub-sectors with a presence in over 100+ countries.Starting Price: $550/user/month -
19
DashboardFox
5000fish
Dashboards, codeless reporting, interactive data visualizations, data level security, mobile access, scheduled reports, embedding, sharing via link, and more. DashboardFox is a dashboard and data visualization solution designed for business users with a no-subscription pricing model. Pay once and you own the software for life. DashboardFox is self-hosted, install on your own server, behind your firewall. Looking for Cloud BI? We offer managed hosting services, but you still retain ownership of your DashboardFox licenses and data. DashboardFox allows your users to drill-down and interact with live data visualizations via dashboards and reports. Business users can create new visualization in a codeless report builder without needing a technical pedigree. An alternative to Tableau, Sisense, Looker, Domo, Qlik, Crystal Reports, and others.Starting Price: $495 one-time payment -
20
IRI DarkShield
IRI, The CoSort Company
IRI DarkShield is a powerful data masking tool that can (simultaneously) find and anonymize Personally Identifiable Information (PII) "hidden" in semi-structured and unstructured files and database columns / collections. DarkShield jobs are configured, logged, and run from IRI Workbench or a restful RPC (web services) API to encrypt, redact, blur, etc., the PII it finds in: * NoSQL & RDBs * PDFs * Parquet * JSON, XML & CSV * Excel & Word * BMP, DICOM, GIF, JPG & TIFF DarkShield is one of 3 data masking products in the IRI Data Protector Suite, and comes with IRI Voracity data management platform subscriptions. DarkShield bridges the gap between structured and unstructured data masking, allowing users to secure data in a consistent manner across disparate silos and formats by using the same masking functions as FieldShield and CellShield EE. DarkShield also handles data in RDBs and flat-files, too, but there are more capabilities that FieldShield offers for those sources.Starting Price: $5000 -
21
Bold BI
Syncfusion
Bold BI by Syncfusion is an AI-powered embedded analytics platform for SaaS companies and software vendors. Product teams add white-labeled, multi-tenant dashboards to their own apps using native SDKs for React, Angular, Vue, .NET, and Blazor, with row-level security and single sign-on. Business users can also build their own dashboards with self-service, drag-and-drop tools. Bold BI has 140+ data connectors, an AI Copilot that turns plain-English requests into charts, and an AI Agent that answers follow-up questions. Pricing is per application, not per user or viewer, by custom quote. Run it in the cloud, in a managed private cloud, or on your own servers, including Docker, Kubernetes, and air-gapped setups. A 30-day free trial is available with no credit card required.Starting Price: $495 -
22
Zing Data
Zing Data
A flexible visual query builder lets you get answers in seconds. Analyze data from your phone or browser to work from anywhere. Natural language querying, powered by LLMs lets you ask questions using plain English. No desktop, SQL, or data scientist needed. Shared questions let you learn from team mates, and search for any questions asked across your organization. @mentions, push notifications, and shared chat bring the right people into the conversation and empower you to make data actionable. Easily copy and modify shared questions, export data, and change how charts are displayed to not just view somebody elses’s analysis, but instead make it your own. You can even turn on external sharing to provide access to partners outside your domain or for public datasets. Get the underlying data tables in two taps. Even run full on custom SQL with smart typeaheads to make quick work of joins, aggregations, and calculated fields.Starting Price: $0 -
23
Dasera
Dasera
Dasera is a Data Security Posture Management (DSPM) platform providing automated security and governance controls for structured and unstructured data across cloud and on-prem environments. Uniquely, Dasera monitors data in use while offering continuous visibility and automated remediation, preventing data breaches across the entire data lifecycle. Dasera provides continuous visibility, risk detection, and mitigation to align with business goals while ensuring seamless integration, unmatched security, and regulatory compliance. Through its deep understanding of the four data variables - data infrastructure, data attributes, data users, and data usage - Dasera promotes a secure data-driven growth strategy that minimizes risk and maximizes value, giving businesses a competitive edge in today's rapidly evolving digital landscape.Starting Price: 3 data stores at $20,000 -
24
Protecto
Protecto
While enterprise data is exploding and scattered across various systems, oversight of driving privacy, data security, and governance has become very challenging. As a result, businesses hold significant risks in the form of data breaches, privacy lawsuits, and penalties. Finding data privacy risks in an enterprise is a complex, and time-consuming effort that takes months involving a team of data engineers. Data breaches and privacy laws are requiring companies to have a better grip on which users have access to the data, and how the data is used. But enterprise data is complex, so even if a team of engineers works for months, they will have a tough time isolating data privacy risks or quickly finding ways to reduce them.Starting Price: Usage based -
25
Netwrix Auditor
Netwrix
Netwrix Auditor is an IT audit software solution designed to provide visibility into user activity and system changes across IT environments. It helps organizations track who is accessing data, what actions are being taken, and when those actions occur. The platform monitors systems such as Active Directory, file servers, Microsoft 365, databases, and network devices. It provides real-time alerts to notify teams of suspicious activity or potential security risks. Netwrix Auditor also helps identify excessive permissions and other vulnerabilities that could lead to data breaches. The solution includes built-in reports that support compliance with standards like HIPAA, PCI, and SOX. It simplifies audit processes by automating data collection and reporting tasks. By centralizing audit data, it helps organizations improve security and respond to incidents faster. -
26
Data Rover
Data Rover
Data Rover is an Advanced User Data and Security Management for any Data-Driven Organisation. A single solution for Infrastructure and Security managers that allows data users to explore, manage, process, and protect their data effectively and efficiently, by simultaneously addressing the two primary needs related to the use of data: Cyber Security and Data Management. Data Rover plays a key role in business asset protection and corporate data management policy definition. Data Analytics Check for security flaws and eliminate issues. Simplify the management of permissions. File Auditor It gives you the proof that something was done. Right or Wrong it's not important - JUST the FACTS. Dark Data Makes work faster and safer by optimising the storage resources usage and reducing costs. Involve the users in data management so they can contribute in keeping the storage systems clean and efficient. Advanced Data Exchange Share business data in/out of the company SAFELY. -
27
Netwrix Access Analyzer
Netwrix
Netwrix Access Analyzer is a data protection solution designed to provide visibility and control over sensitive data across IT environments. It helps organizations discover and classify sensitive information across on-premises and cloud systems. The platform identifies access risks and highlights excessive or outdated permissions. It enables organizations to enforce least-privilege access to reduce the risk of data breaches. Netwrix Access Analyzer also automates governance processes to minimize manual effort. The solution supports compliance by generating audit-ready reports quickly. It provides insights into user activity and access patterns across multiple data sources. Overall, it helps organizations strengthen data security and maintain better control over their information.Starting Price: $10.00/one-time/user -
28
Datameer
Datameer
Datameer revolutionizes data transformation with a low-code approach, trusted by top global enterprises. Craft, transform, and publish data seamlessly with no code and SQL, simplifying complex data engineering tasks. Empower your data teams to make informed decisions confidently while saving costs and ensuring responsible self-service analytics. Speed up your analytics workflow by transforming datasets to answer ad-hoc questions and support operational dashboards. Empower everyone on your team with our SQL or Drag-and-Drop to transform your data in an intuitive and collaborative workspace. And best of all, everything happens in Snowflake. Datameer is designed and optimized for Snowflake to reduce data movement and increase platform adoption. Some of the problems Datameer solves: - Analytics is not accessible - Drowning in backlog - Long development -
29
GAT Labs
GAT Labs
Control your cloud environment as if it were on your own LAN with GAT’s powerful management and reporting capabilities! View all user files as if they were on a single Drive and all user Emails as if they were on a single server. Remove file shares or emails with the click of a button. Starting with GAT+ (our core tool) which gives you deeper domain understanding from data that’s otherwise overlooked — Enjoy outstanding data analysis covering all aspects of team operations and collaboration. GAT Shield not only ensures a 360° protective shield for your domain, its rich dashboard also displays every Chrome interaction in one place. Admins can also use GAT Shield to monitor almost every aspect of user behaviour while the user is online. -
30
Knovos Discovery
Knovos
A Holistic eDiscovery Solution Knovos Discovery is eDiscovery made easy. Knovos’ end-to-end solution covers the entire litigation life cycle — from processing, early case assessment, review to production. Our powerful built-in analytics engine enables deep, multidimensional analysis for a 360-degree view of your data.
