List of the Top 20 Sensitive Data Discovery Tools for Google Drive in 2026

Safetica Intelligent Data Security ensures the protection of sensitive enterprise information no matter where your team operates. This international software organization specializes in providing solutions for Data Loss Prevention and Insider Risk Management to various businesses. ✔️ Identify what needs safeguarding: Effectively detect personally identifiable information, intellectual property, financial details, and more, no matter where they are accessed within the organization, cloud, or on endpoint devices. ✔️ Mitigate risks: Recognize and respond to dangerous behaviors by automatically detecting unusual file access, email interactions, and online activities, receiving alerts that help in proactively managing threats and avoiding data breaches. ✔️ Protect your information: Prevent unauthorized access to sensitive personal data, proprietary information, and intellectual assets. ✔️ Enhance productivity: Support teams with live data management hints that assist them while accessing and sharing confidential information. Additionally, implementing such robust security measures can foster a culture of accountability and awareness among employees regarding data protection.

Efficiently secure and oversee all your content across various teams, devices, and applications. Discover fresh business insights, enhance compliance and governance, lower expenses, and boost productivity—all from the start. With adaptable deployment options, a strong integration framework, and open APIs, Egnyte caters to the diverse requirements of businesses across multiple sectors and different stages of cloud integration. This solution empowers thousands of clients to accelerate their cloud office strategies significantly. Revolutionize your methods for managing content governance, privacy, compliance, and workflow automation using a comprehensive, ready-to-use platform that streamlines these critical processes. By leveraging this innovative technology, organizations can achieve unprecedented efficiency and effectiveness in their operations.

MinerEye's DataTracker empowers organizations to tackle the challenges associated with information governance and protection. By automatically scanning, indexing, and analyzing all unstructured and dark data within their data repositories, it streamlines the management process. Utilizing proprietary Interpretive AI™, computer vision, and machine learning technologies, the solution efficiently identifies pertinent files hidden among billions of stored data entries. In the event of conflicts, duplicates, or potential violations, it autonomously issues alerts along with actionable recommendations for the next best steps. This innovative approach not only significantly strengthens data protection but also leads to a reduction in operational costs, making it a vital tool for modern organizations. Additionally, the comprehensive nature of the DataTracker ensures that businesses can maintain better oversight of their data assets.

Ground Labs' Enterprise Recon enables organizations to locate and rectify sensitive information across a diverse array of both structured and unstructured data sources. This capability extends to data residing on internal servers, personal devices of employees, and cloud storage systems. By utilizing Enterprise Recon, businesses worldwide can identify all their data assets while ensuring compliance with regulations such as GDPR, PCI DSS, CCPA, HIPAA, and Australian Privacy laws. The tool is powered by GLASS™, a proprietary technology from Ground Labs, which facilitates rapid and precise data discovery across multiple platforms. Enterprise Recon accommodates sensitive data identification on various operating systems, including Windows, MacOS, Linux, FreeBSD, and Solaris, as well as HP-UX and IBM AIX. The solution offers both agent-based and non-agent options for deployment, providing flexibility for organizations, and includes remote capabilities to manage virtually any network data efficiently. With its comprehensive features, Enterprise Recon stands as a robust solution for organizations seeking to enhance their data security and regulatory adherence.

iDox.ai Suite is AI-powered redaction and data anonymization software that helps organizations identify, protect, and manage sensitive information across documents at scale. The platform is built for teams that handle privacy-sensitive, regulated, or confidential files and need a faster way to secure them before sharing or submission. iDox.ai Suite can automatically detect and redact PII, PHI, financial information, signatures, logos, confidential business details, and other regulated content. It supports PDFs, scanned documents, spreadsheets, and other file types used across legal, public sector, healthcare, life sciences, and enterprise workflows. The platform combines AI redaction, data anonymization, document comparison, and compliance reporting in one system. Legal teams can use it to prepare files for review, disclosure, litigation support, or external collaboration. Government agencies can use it to support FOIA requests, public records workflows, and secure information release. Healthcare and life sciences organizations can use it to protect patient data, prepare regulatory submissions, and reduce exposure of protected health information. Enterprises can use iDox.ai Suite to secure documents before internal sharing, vendor collaboration, public distribution, or use with AI systems. Its audit-ready reporting helps teams document redaction activity, support compliance reviews, and demonstrate control over sensitive content. iDox.ai Suite helps organizations reduce manual document review, lower privacy and compliance risk, improve data governance, and move sensitive document workflows forward more efficiently.

Kriptos is an AI & Data Governance Platform for unstructured data. It discovers, classifies, and labels sensitive documents across endpoints, servers, and cloud — including the 72% of enterprise files with no PII that traditional tools miss. Kriptos adds intelligence to your existing DLP, CASB, SIEM, and IAM stack, enabling risk-based access governance, insider threat detection, and secure AI adoption.

With a focus on data visibility and control regarding security, compliance, privacy, and governance, BigID offers a comprehensive platform that features a robust data discovery system which effectively combines data classification and cataloging to identify personal, sensitive, and high-value data. Additionally, it provides a selection of modular applications designed to address specific challenges in privacy, security, and governance. Users can streamline the process through automated scans, discovery, classification, and workflows, enabling them to locate personally identifiable information (PII), sensitive data, and critical information within both unstructured and structured data environments, whether on-premises or in the cloud. By employing cutting-edge machine learning and data intelligence, BigID empowers organizations to enhance their management and protection of customer and sensitive data, ensuring compliance with data privacy regulations while offering exceptional coverage across all data repositories. This not only simplifies data management but also strengthens overall data governance strategies for enterprises navigating complex regulatory landscapes.

Netwrix Data Classification is an advanced data classification platform designed to help organizations identify, classify, and secure sensitive information across complex IT environments. It scans data across on-premises systems and cloud platforms to locate sensitive and business-critical information. The solution uses predefined taxonomies and intelligent analysis methods to classify data based on sensitivity levels and regulatory requirements. It helps organizations detect sensitive information such as personally identifiable information, financial data, and intellectual property. Netwrix Data Classification also identifies redundant, obsolete, and trivial data that can create unnecessary risk and storage overhead. The platform supports automated remediation by securing, relocating, or restricting access to sensitive files. It enhances data security by embedding classification labels directly into files, improving integration with data loss prevention and information rights management tools. The solution enables organizations to meet compliance requirements by identifying and protecting regulated data under standards like GDPR, HIPAA, and PCI DSS. It provides detailed visibility into where data resides and how it is used across the organization. The platform operates without agents, reducing system impact and simplifying deployment. It supports scalable environments and adapts to growing data volumes. Automation features reduce manual effort and improve operational efficiency. By combining discovery, classification, and remediation, it helps organizations maintain strong data governance and reduce the risk of data breaches.

Ohalo's Data X-Ray platform streamlines data governance by automating essential tasks such as identifying, mapping, and censoring files that contain sensitive or personal information. Our clients depend on it to monitor file activities, bolster security measures, and maintain privacy compliance effectively. Data X-Ray seamlessly integrates with all types of data sources, whether stored on-premises or in the cloud, providing a thorough understanding of files across various storage locations. Additionally, Ohalo offers the capability to create custom connectors tailored to specific data sources, whether they are custom-built or older systems, as per client requests. This end-to-end document management solution leverages machine learning and natural language processing to reveal hidden or overlooked data, ensuring adherence to privacy and security standards. By helping organizations eliminate unnecessary records, it not only enhances compliance but also contributes to reduced storage costs. Discover Data X-Ray: A singular platform delivering comprehensive insights for all your data management needs. With its robust features, Data X-Ray empowers organizations to navigate the complexities of data governance with ease and efficiency.

Onna is a dynamic search solution that enables users to connect and perform searches across an expanding array of cloud platforms. It facilitates eDiscovery and assists legal departments in identifying valuable information efficiently. Additionally, Onna empowers users to generate reports, collaborate seamlessly, ensure compliance, and share various documents. Its compatibility with multiple data sources, including DropBox, Confluence, and Gmail, enhances its usability and integration. This versatility makes Onna a crucial tool for organizations looking to streamline their data management processes.

The Mage Sensitive Data Discovery module is designed to reveal concealed data locations within your organization. It enables the detection of hidden information across various data stores, including structured, unstructured, and Big Data environments. Utilizing Natural Language Processing and Artificial Intelligence, this tool is capable of locating data in even the most challenging scenarios. Its patented discovery method guarantees effective identification of sensitive data while keeping false positives to a minimum. You can enhance your data classifications with over 70 existing categories that encompass all widely recognized PII and PHI data types. Furthermore, the module streamlines the discovery process, allowing you to schedule sample scans, complete scans, and incremental scans at your convenience. This versatility ensures that your organization can maintain robust data security measures while efficiently managing data discovery tasks.

Discover, organize, and protect your confidential information with Nightfall™, a solution that uses machine learning to identify crucial business data like customer Personally Identifiable Information (PII) across your SaaS platforms, APIs, and data repositories, facilitating effective oversight and security measures. Its rapid integration capability via APIs allows for effortless data monitoring without the requirement for agents, providing a seamless experience. Nightfall’s advanced machine learning algorithms guarantee accurate categorization of sensitive data and PII, ensuring a thorough approach to data protection. You can establish automated workflows for actions such as quarantining, deleting, and alerting, which significantly improves efficiency and strengthens your organization’s security posture. Nightfall easily integrates with all your SaaS applications and data frameworks, making it a versatile tool. Initiate your journey with Nightfall’s APIs at no cost to achieve effective classification and safeguarding of sensitive data. Through the REST API, you can access structured results from Nightfall’s sophisticated deep learning detectors, which can pinpoint sensitive information like credit card numbers and API keys, all while requiring minimal coding efforts. This seamless integration of data classification into your applications and workflows using Nightfall's REST API lays a strong groundwork for effective data governance. By choosing Nightfall, you not only secure your data but also enhance your organization's compliance capabilities while fostering a culture of data responsibility. This comprehensive approach ensures that sensitive information remains protected in an increasingly regulated environment.

Reduce the risk of data breaches and enhance crucial security protocols, enabling you to concentrate on the growth of your business. Accurately identify sensitive data within all your cloud platforms and infrastructures, providing clarity on its whereabouts and the individuals with access. Exercise strict control over sensitive information across various locations, preventing uploads to unsafe sites and ensuring data is automatically deleted when it is no longer needed. Streamline compliance processes without elevating risk levels. Leverage Metomic's pre-built data classifiers or create your own using our intuitive no-code data classifier tool. Construct tailored data-driven workflows from any application through our Webhooks or Query API. The resilient framework of Metomic allows you to lower security threats without compromising on safety. Take advantage of Metomic's established app integrations to monitor data movements from the very beginning. Explore your security exposure and manage the handling and location of data, guaranteeing a holistic approach to data security. By doing so, you not only protect your information but also foster business advancement with greater assurance. This integrated approach ultimately helps your organization thrive in a secure environment.

Secuvy is an innovative cloud platform that streamlines data security, privacy compliance, and governance through the use of AI-powered workflows. It ensures optimal management of unstructured data by leveraging superior data intelligence. This advanced platform provides automated data discovery, tailored subject access requests, user validations, and intricate data maps and workflows to meet privacy regulations like CCPA and GDPR. Utilizing data intelligence enables the identification of sensitive and personal information across various data repositories, whether they are in transit or stored. Our goal is to empower organizations to safeguard their reputation, automate their operations, and enhance customer trust in a rapidly evolving landscape. Furthermore, we aim to minimize human intervention, reduce costs, and decrease the likelihood of errors in the management of sensitive information, thereby promoting greater operational efficiency.

Strac offers a holistic approach to managing Personally Identifiable Information (PII) while protecting businesses from potential compliance and security issues. It efficiently identifies and removes sensitive data across various platforms, including email, Slack, Zendesk, Google Drive, OneDrive, and Intercom. Moreover, it safeguards crucial information by ensuring it never reaches servers, providing strong protection for both front-end and back-end operations. By integrating swiftly with your SaaS applications, Strac significantly reduces the risk of data breaches while maintaining adherence to regulations like PCI, SOC 2, HIPAA, GDPR, and CCPA. With its cutting-edge machine learning algorithms, instantaneous alerts, and effortless redaction capabilities, Strac not only saves precious time but also boosts your team's overall efficiency and productivity. This seamless solution empowers businesses to focus on their core activities while confidently managing sensitive data.

Discover concealed sensitive data in surprising places like screenshots, logs, messages, tickets, and tables in a matter of minutes. With a simple click, LightBeam enables the generation of in-depth executive or delta reports, equipping you with vital insights into the landscape of your sensitive information. By leveraging LightBeam's unique PII/PHI visualizations, you can effectively automate Data Subject Requests (DSRs), ensuring a thorough approach that aligns with your data architecture. Empower users to manage their own data collection practices, thereby fostering trust and transparency. Maintain continuous oversight of the methods by which sensitive data is acquired, utilized, shared, and safeguarded, implementing appropriate protections across your organization while keeping all stakeholders well-informed. This forward-thinking strategy not only bolsters compliance but also fortifies the overarching framework of data governance, paving the way for improved data management practices in the future. Additionally, embracing this innovative solution can lead to more informed decision-making and a deeper understanding of data flows within your organization.

At Bedrock Security, the implementation of integrated data protection promotes the secure integration of cloud technologies and the expansion of data driven by AI, enabling your business to thrive without obstacles. Start your path towards substantial data security and move beyond just having insight into your data resources. Leverage AI-powered insights to gain a deeper understanding of your vital data while enforcing compliance protocols tailored for cloud and generative AI settings through accessible frameworks. As your data landscape is perpetually changing, it is crucial to perform continuous security assessments to stay ahead. Enhance your incident response and remediation efforts by adopting behavior-based anomaly detection, integrating SIEM/SOAR systems, establishing strong policies, and prioritizing actions in relation to your data context. A well-developed security program can efficiently bolster business operations while effectively minimizing risks related to your brand's reputation, financial stability, and overall integrity. Furthermore, Bedrock’s AIR solution empowers organizations to execute data minimization strategies, streamline identity and access management, and bolster overall data protection practices. This comprehensive strategy guarantees that your security measures adapt alongside the evolving demands of data utilization and compliance standards, fostering a resilient business environment. By prioritizing proactive security measures, you can build a foundation of trust with your customers and stakeholders alike.

OneTrust Data Use Governance is an enterprise data governance solution designed to help organizations manage responsible data use through automated, policy-driven controls across data and AI environments. As part of the OneTrust AI-Ready Governance Platform, the solution connects governance policies directly to native data controls so organizations can enforce rules continuously rather than relying on manual review processes. The platform helps accelerate AI and analytics initiatives by reducing delays associated with traditional governance workflows while maintaining oversight of how sensitive information is accessed and used. AI-powered classification analyzes structured and unstructured data to capture business, regulatory, consent, and data context, creating machine-readable metadata that supports scalable governance decisions. Organizations can define purpose-based policies that are consistently applied throughout the lifecycle of data projects, helping ensure information is used only for approved purposes. Machine-readable labels, centralized policy management, automated enforcement, and continuous auditing provide organizations with greater visibility into how governance policies are implemented across enterprise systems. The platform is designed to support preventive governance by enforcing policies directly at the data layer before misuse occurs rather than relying solely on downstream monitoring. Integrations with major cloud platforms, data ecosystems, and consulting partners help organizations incorporate governance into existing technology investments. OneTrust Data Use Governance also supports compliance initiatives by creating consistent, auditable governance processes that align with evolving privacy, AI, and data protection requirements.

Exterro offers a comprehensive eDiscovery software platform designed to streamline and enhance all phases of e-discovery, from preservation to production. By integrating all components of e-discovery, Exterro facilitates quicker case resolution while significantly lowering costs. The Exterro Software Platform serves as a cohesive solution that brings together all of Exterro’s e-discovery and information governance tools. With over 30 data integrations, users can swiftly gather information from various sources and gain deeper insights into their cases. This focused approach allows for the collection of only pertinent data, thereby minimizing the overall data set. Additionally, Exterro's Privacy Solutions aid teams in efficiently navigating compliance with essential regulations such as the European Union’s General Data Protection Regulation and the California Consumer Privacy Act, among other privacy laws. By using Exterro’s tools, organizations can foster a more effective and compliant data management strategy.

In the competitive landscape of business leadership, it is essential to maintain steadfast trust in your data, ensuring it is meticulously governed, compliant, and accurate. This involves the seamless integration of all data from various sources and locations, unrestricted by any barriers. A thorough understanding of your data assets is vital for effective oversight. Regular audits should be conducted to evaluate risks, compliance, and quality, thereby supporting your strategic initiatives. Additionally, cultivating a comprehensive inventory of data across diverse sources and types promotes a unified comprehension of your data landscape. Implementing a prompt, economical, and accurate one-time audit of your data resources is crucial. Audits focused on PCI, PII, and PHI can be executed efficiently and thoroughly. This method negates the necessity for any software acquisitions. It is critical to assess and audit the quality and redundancy of data in all enterprise assets, whether they exist in the cloud or on-premises. Compliance with international data privacy regulations must be maintained on a large scale. Continuous efforts to discover, classify, monitor, trace, and audit adherence to privacy standards are imperative. Moreover, managing the dissemination of PII, PCI, and PHI data while automating compliance with Data Subject Access Requests (DSAR) is essential. This all-encompassing approach not only preserves the integrity of your data but also contributes significantly to enhancing overall business efficiency and effectiveness. By implementing these strategies, organizations can build a resilient framework for data governance that adapts to emerging challenges and opportunities in the data landscape.