Best Data Discovery Software in the USA
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Compare the Top Data Discovery Software in the USA as of February 2026
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What is Data Discovery Software in the USA?
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 in the USA currently available using the table below. This list is updated regularly.
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1
Safetica
Safetica
Safetica’s Intelligent Data Security protects sensitive data where teams work, using powerful AI to deliver contextual awareness, reduce false positives, and stop real threats without disrupting productivity. With Safetica, security teams can maintain visibility and control over sensitive data, stay ahead of insider risks, maintain compliance, and secure sensitive cloud-based data. ✔️ Data Protection: Classify, monitor and control sensitive data across devices and clouds in real time. ✔️ Insider Risk and User Behavior: Spot risky behavior, detect intent, and stop insider threats to stay ahead of the careless handling of sensitive data, compromised user accounts and malicious user activity. ✔️ Compliance and Data Discovery: Prove compliance with audit-ready reporting for data in use, in motion, and at rest. ✔️ Cloud Security: Protect Microsoft 365, cloud, and file-sharing platforms to secure sensitive cloud-based data. -
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Imperva Data Security Fabric
Imperva
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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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. -
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Varonis Data Security Platform
Varonis
The most powerful way to find, monitor, and protect sensitive data at scale. Rapidly reduce risk, detect abnormal behavior, and prove compliance with the all-in-one data security platform that won’t slow you down. A platform, a team, and a plan that give you every possible advantage. Classification, access governance and behavioral analytics combine to lock down data, stop threats, and take the pain out of compliance. We bring you a proven methodology to monitor, protect, and manage your data informed by thousands of successful rollouts. Hundreds of elite security pros build advanced threat models, update policies, and assist with incidents, freeing you to focus on other priorities. -
5
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 -
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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 -
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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 -
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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. -
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ManageEngine DataSecurity Plus enables organizations to gain deep visibility and control into how sensitive data is stored and shared across the enterprise. It monitors file integrity, detects insider threats, tracks and controls file movement across USBs, email, and cloud apps, etc. The solution also supports automated incident response, file permission analysis, ransomware detection, and regulatory compliance, helping businesses maintain a resilient and secure data environment.Starting Price: $745/year
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MinerEye DataTracker
MinerEye
MinerEye’s DataTracker enables organizations to overcome the information governance and protection challenge. It automatically scans, indexes, analyzes, virtually labels and categorizes every piece of unstructured and dark data contained in the organization’s data repositories. With proprietary Interpretive AI™, machine learning, and computer vision, the solution locates relevant files out of the billions that are stored, accurately evaluates them, qualifies them by significance and purpose, and automatically sends alerts with next best action recommendations in cases of conflicts, duplications, or potential violations. This way, data protection is profoundly enhanced while risk and operational costs are reduced.Starting Price: $2000/1TB/month -
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Satori
Satori
Satori is a Data Security Platform (DSP) that enables self-service data and analytics. Unlike the traditional manual data access process, with Satori, users have a personal data portal where they can see all available datasets and gain immediate access to them. Satori’s DSP dynamically applies the appropriate security and access policies, and the users get secure data access in seconds instead of weeks. Satori’s comprehensive DSP manages access, permissions, security, and compliance policies - all from a single console. Satori continuously discovers sensitive data across data stores and dynamically tracks data usage while applying relevant security policies. Satori enables data teams to scale effective data usage across the organization while meeting all data security and compliance requirements. -
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Enterprise Recon
Ground Labs
With Enterprise Recon by Ground Labs, organizations can find and remediate sensitive information across the broadest range of structured and unstructured data, whether it’s stored on your servers, on your employees’ devices, or in the cloud. Enterprise Recon enables organizations worldwide to seamlessly discover all data and comply with 50+ country regulations inc GDPR, PCI DSS, CCPA, HIPAA, Australian Privacy and other data security standards that require the ability to locate and secure PII data as well as information on gender, ethnicity and health… or even non-PII financial data. Enterprise Recon is powered by GLASS™, Ground Labs' proprietary technology that enables the quickest and most accurate data discovery across the broadest set of platforms available. Enterprise Recon natively supports sensitive data discovery on Windows, macOS, Linux, FreeBSD, Solaris, HP-UX and IBM AIX using agent and agentless options. Additional remote options also enable almost any network data stored. -
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Normalyze
Normalyze
Our agentless data discovery and scanning platform is easy to connect to any cloud account (AWS, Azure and GCP). There is nothing for you to deploy or manage. We support all native cloud data stores, structured or unstructured, across all three clouds. Normalyze scans both structured and unstructured data within your cloud accounts and only collects metadata to add to the Normalyze graph. No sensitive data is collected at any point during scanning. Display a graph of access and trust relationships that includes deep context with fine-grained process names, data store fingerprints, IAM roles and policies in real-time. Quickly locate all data stores containing sensitive data, find all-access paths, and score potential breach paths based on sensitivity, volume, and permissions to show all breaches waiting to happen. Categorize and identify sensitive data-based industry profiles such as PCI, HIPAA, GDPR, etc.Starting Price: $14,995 per year -
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Netwrix Auditor
Netwrix
Netwrix Auditor is a visibility platform that enables control over changes, configurations and access in hybrid IT environments and eliminates the stress of your next compliance audit. Monitor all changes across your on-prem and cloud systems, including AD, Windows Server, file storage, databases, Exchange, VMware and more. Simplify your reporting and inventory routines. Regularly review your identity and access configurations, and easily verify that they match a known good state. -
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Netwrix Enterprise Auditor
Netwrix
Netwrix Enterprise Auditor automates the collection and analysis of the data you need to answer the most difficult questions you face in the management and security of dozens of critical IT assets, including data, directories, and systems. All organizations, regardless of size, require tools to help them manage and secure the various technology resources that power their businesses. However, no organization has the ability to afford, efficiently operate, or maintain separate point products for every technology they leverage. What they need are solutions that are flexible enough to bend to their unique requirements, while also providing the extensibility to deliver a common set of capabilities across multiple platforms within their IT ecosystem. Netwrix Enterprise Auditor contains over 40 built-in data collection modules covering both on-premises and cloud-based platforms from Operating Systems to Office 365.Starting Price: $10.00/one-time/user -
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Protegrity
Protegrity
Our platform allows businesses to use data—including its application in advanced analytics, machine learning, and AI—to do great things without worrying about putting customers, employees, or intellectual property at risk. The Protegrity Data Protection Platform doesn't just secure data—it simultaneously classifies and discovers data while protecting it. You can't protect what you don't know you have. Our platform first classifies data, allowing users to categorize the type of data that can mostly be in the public domain. With those classifications established, the platform then leverages machine learning algorithms to discover that type of data. Classification and discovery finds the data that needs to be protected. Whether encrypting, tokenizing, or applying privacy methods, the platform secures the data behind the many operational systems that drive the day-to-day functions of business, as well as the analytical systems behind decision-making. -
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BigID
BigID
BigID is data visibility and control for all types of data, everywhere. Reimagine data management for privacy, security, and governance across your entire data landscape. With BigID, you can automatically discover and manage personal and sensitive data – and take action for privacy, protection, and perspective. 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. 2 -
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SISA Radar
SISA Information Security
Helping organizations improve data protection with data discovery, file analysis and classification. Secure your entire data ecosystem with SISA Radar data discovery and data classification. Organize and classify sensitive data based on the criticality and business needs. Gain contextual information to improve sensitive data management. Gain visibility into structured, semi-structured and unstructured sensitive data. Protect data from unauthorized access. Meet compliance standards of PCI DSS, GDPR, CCPA, POPIA, PDPA, APRA and other privacy regulations Create and customize your own data classification scheme. Embrace a scalable and future-proof approach to next-gen data security. A single platform to discover, identify and contextualize sensitive data. A proprietary data discovery algorithm for faster detection and lower false positives. -
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DATPROF
DATPROF
Test Data Management solutions like data masking, synthetic data generation, data subsetting, data discovery, database virtualization, data automation are our core business. We see and understand the struggles of software development teams with test data. Personally Identifiable Information? Too large environments? Long waiting times for a test data refresh? We envision to solve these issues: - Obfuscating, generating or masking databases and flat files; - Extracting or filtering specific data content with data subsetting; - Discovering, profiling and analysing solutions for understanding your test data, - Automating, integrating and orchestrating test data provisioning into your CI/CD pipelines and - Cloning, snapshotting and timetraveling throug your test data with database virtualization. We improve and innovate our test data software with the latest technologies every single day to support medium to large size organizations in their Test Data Management. -
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Dataguise
Dataguise
Don’t let data security or privacy hinder your analytics-driven innovation efforts. Dataguise can protect personal and sensitive data with flexible masking or encryption options to retain maximum business value. Data sets ready for analysis can be delivered in near real time for fresher insights and better decisions based on the complete picture. Dataguise customers have diverse and ever-changing needs. We recognize that by developing a strong network of carefully selected partners, we can deliver more comprehensive solutions, services, and expertise to our customers. Learn how to protect data privacy while maximizing data value in this executive guide. When compared to other data discovery solutions, Dataguise has been around longer, supports a broader range of data types and repositories, delivers lower false-positive results, and more reliably scans data at scale. Dataguise gives organizations the confidence to act on data in the best interests of the businesses, -
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Fasoo Data Radar
Fasoo
Fasoo Data Radar (FDR) is a data discovery and classification solution that helps organizations locate, analyze, and manage sensitive unstructured data across on-premise servers, cloud storage, and endpoints. It scans and classifies files based on keywords, regex patterns, file formats, and other predefined policies, ensuring organizations maintain control over critical information. With real-time monitoring and centralized policy enforcement, FDR enhances data security by identifying risks, preventing unauthorized access, and assisting with compliance requirements such as GDPR, HIPAA, and CCPA. Its integration with enterprise security frameworks allows organizations to apply consistent data protection policies while improving operation workflows. By automating data classification and governance, FDR increases efficiency and enhances data visibility for security and compliance management. -
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Netwrix Data Classification
Netwrix
Does your organization’s ever-growing data give you a headache? Netwrix Data Classification solves your data-related challenges, such as mitigating the risk of data breaches, realizing the full value of your content, increasing employee productivity and passing compliance audits with less effort. Find sensitive content, such as financial data, medical records and other PII, both on premises and in the cloud. Automatically quarantine critical or sensitive data stored in unsecure locations or accessible by large groups of users to minimize its exposure until you can make a thoughtful remediation decision. Gain a better understanding of data patterns specific to your organization. With compound term processing and statistical analysis, you’ll get more relevant results than by relying on keywords and semantic analysis. Kick off your discovery in minutes with out-of-the-box rules that identify data protected by GDPR, PCI DSS, HIPAA and other regulations. -
23
IRI Voracity
IRI, The CoSort Company
Voracity is the only high-performance, all-in-one data management platform accelerating AND consolidating the key activities of data discovery, integration, migration, governance, and analytics. Voracity helps you control your data in every stage of the lifecycle, and extract maximum value from it. Only in Voracity can you: 1) CLASSIFY, profile and diagram enterprise data sources 2) Speed or LEAVE legacy sort and ETL tools 3) MIGRATE data to modernize and WRANGLE data to analyze 4) FIND PII everywhere and consistently MASK it for referential integrity 5) Score re-ID risk and ANONYMIZE quasi-identifiers 6) Create and manage DB subsets or intelligently synthesize TEST data 7) Package, protect and provision BIG data 8) Validate, scrub, enrich and unify data to improve its QUALITY 9) Manage metadata and MASTER data. Use Voracity to comply with data privacy laws, de-muck and govern the data lake, improve the reliability of your analytics, and create safe, smart test data -
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Superna
Superna
Superna is the global leader in data security and cyberstorage solutions for unstructured data, with the widest platform support of any cyberstorage vendor in the market. Automatically detect exfiltration and other anomalous events and trigger AirGap to mitigate impact of ransomware attacks. Active security at the data level for increased resiliency, to minimize disruption of business operations. Real-time auditing for proactive protection of data, with automated responses to security events. Supports forensics, performance auditing, and compliance initiatives. Orchestrate, manage, and secure your unstructured data wherever it resides. -
25
comForte
comForte
Integrated data-centric security is part of your overall business strategy. Unfortunately, traditional controls focus on the border around the data, keeping data siloed and sometimes unusable. This approach is incompatible with business drivers such as data analytics and automated AI/ML workflows. Data-centric security fundamentally changes the way you protect, control, audit, and work with your most sensitive business data by tokenizing sensitive data elements and preserving its original format. An effective data-centric security solution is broader than just data protection. A comprehensive platform for both data discovery and protection that can scale as an organization grows. -
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Kogni
Kogni
Kogni's Discover feature enables enterprises to locate and detect all sensitive and critical information. Discover sensitive data from any source, in any format and in any type. Employ Kogni’s expert sensitive data discovery software to automate data discovery and classification. Our ease of implementation allows for seamless integration with your enterprise’s data warehouse. Accelerate compliance with international data regulations and industry standards with Kogni’s sensitive data discovery tool. Minimize the risk of data leak and the cost of non-compliance with data protection and privacy regulations like HIPAA, GDPR, CCPA, PCI, and PII amongst others. Scans and pin-points sensitive data from 10+ data sources. Produces a comprehensive sensitive information dashboard with an array of special features. Custom-build your sensitive data classification groups as per your company’s needs. Supports a wide range of data types and formats. -
27
Dark Web ID
IDAgent, a Kaseya company
Get More Sales. Streamline Your Costs. Differentiate Your MSP. ID Agent helps your MSP sell your security stack to new and current customers by empowering you with real-time dark web search results (creating urgency), complete with sales & marketing-ready resources and coaching, so you can see profits within 30 days or less. Your Customers are often only concerned about their network passwords being exposed and are not really thinking about the breached 3rd party websites and applications that store their usernames and passwords. With three former CEOs of MSPs on staff, more Managed Service Providers globally rely on ID Agent than any other monitoring software to provide actionable cybersecurity threat intelligence. We have (literally) been in your shoes before, know what challenges and objections you face, and how to overcome them.Starting Price: $300 per month -
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Privacera
Privacera
At the intersection of data governance, privacy, and security, Privacera’s unified data access governance platform maximizes the value of data by providing secure data access control and governance across hybrid- and multi-cloud environments. The hybrid platform centralizes access and natively enforces policies across multiple cloud services—AWS, Azure, Google Cloud, Databricks, Snowflake, Starburst and more—to democratize trusted data enterprise-wide without compromising compliance with regulations such as GDPR, CCPA, LGPD, or HIPAA. Trusted by Fortune 500 customers across finance, insurance, retail, healthcare, media, public and the federal sector, Privacera is the industry’s leading data access governance platform that delivers unmatched scalability, elasticity, and performance. Headquartered in Fremont, California, Privacera was founded in 2016 to manage cloud data privacy and security by the creators of Apache Ranger™ and Apache Atlas™. -
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Secuvy AI
Secuvy
Secuvy is a next-generation cloud platform to automate data security, privacy compliance and governance via AI-driven workflows. Best in class data intelligence especially for unstructured data. Secuvy is a next-generation cloud platform to automate data security, privacy compliance and governance via ai-driven workflows. Best in class data intelligence especially for unstructured data. Automated data discovery, customizable subject access requests, user validations, data maps & workflows for privacy regulations such as ccpa, gdpr, lgpd, pipeda and other global privacy laws. Data intelligence to find sensitive and privacy information across multiple data stores at rest and in motion. In a world where data is growing exponentially, our mission is to help organizations to protect their brand, automate processes, and improve trust with customers. With ever-expanding data sprawls we wish to reduce human efforts, costs & errors for handling Sensitive Data. -
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Text IQ
Text IQ
We’re excited to announce that Text IQ has been acquired by Relativity, a global legal and compliance technology company. We’re thrilled to continue our mission to build the best AI for the world’s most complex and sensitive information—now on the leading platform for organizing data, discovering the truth, and acting on unstructured data. Listen to our customers share their eye-opening results applying AI to unstructured information. We’re automating some of the most time consuming and expensive aspects of your business. It’s innovation that makes a positive difference to your bottom line. We equip our customers with technology that makes a difference. See how they're getting outsized results from automating document review and discovering hidden insights.
