Best Data Discovery Software of 2026

Safetica Intelligent Data Security protects sensitive enterprise data wherever your team uses it. Safetica is a global software company that provides Data Loss Prevention and Insider Risk Management solutions to organizations. ✔️ Know what to protect: Accurately pinpoint personally identifiable information, intellectual property, financial data, and more, wherever it is utilized across the enterprise, cloud, and endpoint devices. ✔️ Prevent threats: Identify and address risky activities through automatic detection of unusual file access, email interactions, and web activity. Receive the alerts necessary to proactively identify risks and prevent data breaches. ✔️ Secure your data: Block unauthorized exposure of sensitive personal data, trade secrets, and intellectual property. ✔️ Work smarter: Assist teams with real-time data handling cues as they access and share sensitive information.

OvalEdge, a cost-effective data catalogue, is designed to provide end-to-end data governance and privacy compliance. It also provides fast, reliable analytics. OvalEdge crawls the databases, BI platforms and data lakes of your organization to create an easy-to use, smart inventory. Analysts can quickly discover data and provide powerful insights using OvalEdge. OvalEdge's extensive functionality allows users to improve data access, data literacy and data quality.

Transparency, choice and control are key to trust. Organizations have the opportunity to leverage these moments to build trust, and provide more valuable experiences. People expect greater control over their data. We offer privacy and data governance automation to help organizations better understand and comply with regulatory requirements. We also operationalize risk mitigation to ensure transparency and choice for individuals. Your organization will be able to achieve data privacy compliance quicker and build trust. Our platform helps to break down silos between processes, workflows, teams, and people to operationalize regulatory compliance. It also allows for trusted data use. Building proactive privacy programs that are rooted in global best practice and not just reacting to individual regulations is possible. To drive mitigation and risk-based decision-making, gain visibility into unknown risks. Respect individual choice and integrate privacy and security by default in the data lifecycle.

Discover the ultimate solution for identifying, tracking, and safeguarding sensitive information on a large scale. This comprehensive data security platform is designed to swiftly mitigate risks, identify unusual activities, and ensure compliance without hindering your operations. Combining a robust platform, a dedicated team, and a strategic plan, it equips you with a competitive edge. Through the integration of classification, access governance, and behavioral analytics, it effectively secures your data, neutralizes threats, and simplifies compliance processes. Our tried-and-true methodology draws from countless successful implementations to help you monitor, protect, and manage your data efficiently. A team of expert security professionals continuously develops sophisticated threat models, revises policies, and supports incident management, enabling you to concentrate on your key objectives while they handle the complexities of data security. This collaborative approach not only enhances your security posture but also fosters a culture of proactive risk management.

Dasera is a Data Security Posture Management (DSPM) solution that provides comprehensive security and governance for structured and unstructured data across cloud and on-premises environments. It uniquely monitors data-in-use, offering continuous visibility and automated remediation to prevent data breaches at every data lifecycle stage. Dasera facilitates continuous risk detection and mitigation, ensuring seamless integration and regulation compliance. With a deep understanding of data infrastructure, attributes, users, and usage, Dasera empowers organizations to pursue a secure, data-driven growth strategy, minimizing risks and maximizing value in the digital era.

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. The software is designed for companies that need to ensure compliance with personal data protection regulations and provides detailed analysis of data access permissions. User Access Rights & Auditing Provides invaluable information about access privileges to files and folders. It allows you to analyse the effective permissions of the users, i.e. the real ones. It identifies not only who can access data, but also who did exactly what, when, and from where. Data Housekeeping Helps you identify and distinguish valuable assets from junk information that becomes unnecessary ballast and an unjustified cost to the company. Data Exchange Provides the company with an advanced data exchange and tracking system exclusively designed for the business.

Google Cloud: Intelligent Security and Data Analysis You can easily understand and manage what's going on inside and outside of your Google Domain. Get a free trial for 15 days. No credit card is required. It's easy to set up.

Holistic eDiscovery Solutions Knovos Discovery makes eDiscovery simple with Knovos Discovery. Knovos' complete solution covers all aspects of litigation, from initial case assessment, review, production, and processing. Our powerful, built-in analytics engine allows for deep, multidimensional analysis to give you a 360-degree view.

ManageEngine DataSecurity Plus lets you take control of sensitive data. Take a look at the most recent user activity, file activity, as well as access trends. The four Ws of every access are who accessed it, when and from where. The most important events, such as sudden permissions changes, file deletions and renaming events, are those that matter the most. Identify the most active users, most frequently accessed files, as well as the most modified files within your file system. You can set up instant alerts to notify you of sudden spikes in folder or file access or modification events. Receive real-time notifications when multiple attempts are made to access critical files. After business hours, monitor changes to sensitive files. Monitor only critical files, folders and shares. Receive real-time alerts when files are modified in an unauthorized manner. To detect unusual activity and misuse of privileges, configure threshold-based alerts that monitor user-generated events.

Secure Multi-Data Archiving with a Single Interface OneVault archives email and all new data types that your organization uses today. Email, Instant Messaging and Teams, Zoom, Webex, and many other data types. OneVault gives you a single interface to archive from multiple systems. It is easy to organize consistent policies and support business continuity plans by centralizing important data in a secure cloud platform. e-Discovery is a single platform for managing and working with records. It is secure, transparent, and easy to use. OneVault combines the powerful features of our stand alone archiving solutions under one pane of glass. It is intuitive, secure, and scalable. Start with email and expand as new systems become available.

MinerEye's DataTracker helps organizations overcome the information governance/protection challenge. It automatically scans, indexes and analyzes all unstructured and dark data in an organization's data repository. The solution uses proprietary Interpretive AI™, computer vision, and machine learning to locate relevant files from the billions of stored data. It automatically sends out alerts with the next best action recommendations in case of conflicts, duplicates, or potential violations. This allows data protection to be greatly enhanced and operational costs reduced.

Satori is a Data Security Platform (DSP) that enables self-service data and analytics for data-driven companies. With Satori, users have a personal data portal where they can see all available datasets and gain immediate access to them. That means your data consumers get data access in seconds instead of weeks. Satori’s DSP dynamically applies the appropriate security and access policies, reducing manual data engineering work. Satori’s DSP manages access, permissions, security, and compliance policies - all from a single console. Satori continuously classifies sensitive data in all your data stores (databases, data lakes, and data warehouses), and dynamically tracks data usage while applying relevant security policies. Satori enables your data use to scale across the company while meeting all data security and compliance requirements.

The Data Mapping module offered by Privacy Tools enables the comprehensive management of personal data, including its lifecycle, legal bases, purposes, international transfers, and Data Protection Impact Assessments (DPIA). We hold the view that achieving adequacy involves not only the implementation of tools and processes but also the active participation of individuals throughout the organization. This concept extends beyond just the Data Protection Officer (DPO) to encompass the entire company, as fostering a culture of responsible data processing is essential. With this in mind, we have established a specialized team focused on the development of educational resources. These resources not only enrich the knowledge of our customers and partners but also take various formats that are accessible to the public, thereby enhancing overall awareness of data protection and privacy regulations. Ultimately, our goal is to empower everyone with the knowledge necessary to navigate the complexities of data privacy effectively.

An AI-driven code scanning tool aims to adopt a proactive, shift-left approach for safeguarding sensitive information and ensuring compliance with privacy regulations. The rapid evolution of product development often surpasses the capacity of privacy teams, necessitating frequent updates to outdated data maps, which can significantly burden their workload. With HoundDog.ai’s advanced code scanner, vulnerabilities that traditional SAST scanners might miss can be continuously identified, especially those exposing sensitive data in plaintext through various channels like logs, files, tokens, cookies, or external systems. It provides critical insights and remediation techniques, such as the removal of sensitive data, implementation of masking or obfuscation, or substitution of PII with UUIDs. Users receive timely alerts when new data elements are added, categorized by their sensitivity levels, helping to prevent unauthorized product changes from being released, thus mitigating potential privacy breaches. By automating these processes, the scanner effectively reduces the reliance on manual methods, which are often riddled with errors. This innovative solution not only enhances security but also streamlines workflow for privacy teams, allowing them to focus on more strategic initiatives.

Netwrix Auditor, a visibility platform, allows you to control changes, configurations, and access in hybrid IT environments. It also eliminates the stress associated with your next compliance audit. All changes in your cloud and on-prem systems can be monitored, including AD, Windows Servers, file storage, Exchange, VMware, and other databases. Reduce the complexity of your inventory and reporting. You can easily verify that your access and identity configurations match the known good state by reviewing them regularly.

Our platform allows businesses to use data, including its application in advanced analysis, machine learning and AI, to do great things without worrying that customers, employees or intellectual property are at risk. The Protegrity Data Protection Platform does more than just protect data. It also classifies and discovers data, while protecting it. It is impossible to protect data you don't already know about. Our platform first categorizes data, allowing users the ability to classify the type of data that is most commonly in the public domain. Once those classifications are established, the platform uses machine learning algorithms to find that type of data. The platform uses classification and discovery to find the data that must be protected. The platform protects data behind many operational systems that are essential to business operations. It also provides privacy options such as tokenizing, encryption, and privacy methods.

Data visibility and control for security, compliance, privacy, and governance. BigID's platform includes a foundational data discovery platform combining data classification and cataloging for finding personal, sensitive and high value data - plus a modular array of add on apps for solving discrete problems in privacy, security and governance. Automate scans, discovery, classification, workflows, and more on the data you need - and find all PI, PII, sensitive, and critical data across unstructured and structured data, on-prem and in the cloud. BigID uses advanced machine learning and data intelligence to help enterprises better manage and protect their customer & sensitive data, meet data privacy and protection regulations, and leverage unmatched coverage for all data across all data stores.

Enterprise File Fabric™, a private, secure, policy driven multi-cloud content and collaboration platform, provides an efficient, secure, and private solution for storing, sharing, and collaborating with other users. It doesn't ship with storage. It works with any company's existing storage portfolio, on-cloud or off-premises. Enterprise File Fabric™, unifies, secures, and makes all types of storage (including object storage), easily accessible for end-users. The Enterprise File Fabric for Compliance is available in three product variations: 1. It enforces GDPR/CCPA/ HIPAA by providing intelligent policy-based enforcement across all corporate data. 2. The Enterprise File Fabric for Media and Entertainment provides a unified view to media assets that can both be distributed on-cloud and on premises.

Mask, generate, subset, virtualize, and automate your test data with the DATPROF Test Data Management Suite. Our solution helps managing Personally Identifiable Information and/or too large databases. Long waiting times for test data refreshes are a thing of the past.

Don't allow concerns about data security or privacy to obstruct your innovation efforts driven by analytics. Dataguise offers robust protection for personal and sensitive information through adaptable masking and encryption solutions, ensuring you can maximize business value. With data sets prepared for analysis delivered in near real-time, you can gain fresher insights and make informed decisions based on a complete understanding of your data landscape. Recognizing the diverse and evolving needs of our customers, Dataguise has built a strong network of carefully selected partners to provide more comprehensive solutions, services, and expertise. This executive guide illustrates how to safeguard data privacy while enhancing data value. When looking at various data discovery solutions, it's clear that Dataguise has a longer history, accommodates a wider array of data types and repositories, achieves lower false-positive rates, and consistently scans data at scale more effectively. By choosing Dataguise, organizations can confidently harness their data to drive decisions that best serve their business objectives, ultimately fostering a culture of informed and strategic decision-making.

Data Identification Manager™, which uses the same technology, rules, and ongoing classification stewardship across the company, takes the hassle out of classifying your data. This ensures that your entire IT estate is protected from unreliable and irrelevant data.

Multi-cloud data security with a single pane of glass Industry's first SaaS access governance solution. Cloud is fragmented and data is scattered across different systems. Sensitive data is difficult to access and control due to limited visibility. Complex data onboarding hinders data scientist productivity. Data governance across services can be manual and fragmented. It can be time-consuming to securely move data to the cloud. Maximize visibility and assess the risk of sensitive data distributed across multiple cloud service providers. One system that enables you to manage multiple cloud services' data policies in a single place. Support RTBF, GDPR and other compliance requests across multiple cloud service providers. Securely move data to the cloud and enable Apache Ranger compliance policies. It is easier and quicker to transform sensitive data across multiple cloud databases and analytical platforms using one integrated system.

Secuvy, a next-generation cloud platform, automates data security, privacy compliance, and governance via AI-driven workflows. Unstructured data is treated with the best data intelligence. Secuvy, a next-generation cloud platform that automates data security, privacy compliance, and governance via AI-driven workflows is called Secuvy. Unstructured data is treated with the best data intelligence. Automated data discovery, customizable subjects access requests, user validations and data maps & workflows to comply with privacy regulations such as the ccpa or gdpr. Data intelligence is used to locate sensitive and private information in multiple data stores, both in motion and at rest. Our mission is to assist organizations in protecting their brand, automating processes, and improving customer trust in a world that is rapidly changing. We want to reduce human effort, costs and errors in handling sensitive data.

We are delighted to share the news that Text IQ has been acquired by Relativity, a prominent player in the legal and compliance technology landscape. This partnership allows us to further our commitment to developing the most effective AI tailored for handling the world’s most intricate and sensitive data, now integrated into a premier platform designed for data organization, truth discovery, and navigation of unstructured information. Our customers have compelling stories about the transformative impacts of utilizing AI on their unstructured data. By automating some of the most time-intensive and costly processes within their operations, we are driving innovation that significantly enhances financial outcomes. Our technology empowers clients to achieve remarkable improvements, enabling them to streamline document review processes and uncover valuable insights hidden within their data. Together, we are set to redefine the way organizations handle their information challenges.

Recognize sensitive information, enhance storage efficiency, and adhere to privacy laws. Take charge of your sensitive information with a hybrid-cloud solution that swiftly identifies and maps data across various repositories. ActiveNav’s Inventory equips you with essential insights to bolster your data strategies. By isolating and visually representing data on a large scale, you can effectively oversee potentially problematic, outdated information and make well-informed decisions regarding your content. Our solution addresses the most significant hurdles in uncovering and mapping unstructured data, allowing you to extract unprecedented value from your data assets. Sensitive and personal information can be found throughout your organization: whether it's on-site, in the cloud, within file shares and servers, or scattered across multiple other repositories. This platform is specifically designed to tackle the complexities of mapping unstructured data sources, ensuring you can mitigate risks while staying compliant with dynamic privacy regulations. As the landscape of data management continuously evolves, our system remains adaptable to meet your organization's needs.