List of the Top 25 Shadow AI Detection Tools for Government in 2026

Josys is a next-generation, AI-native platform designed to simplify identity security and governance for the modern enterprise. With AI adoption expanding the attack surface, Josys offers total visibility by discovering and securing every identity—including humans, machines, and AI agents—across all corporate applications. By automating complex governance tasks, the platform allows IT and security teams to instantly identify risks, control access levels, and resolve threats with autonomous precision. Currently trusted by over 1,000 organizations and MSPs worldwide, Josys turns identity governance into a competitive edge through real-time protection and operational efficiency. Visit josys.com for details.

Auvik Network Management offers a sophisticated software solution for network oversight that enables IT experts to gain comprehensive insight, automate processes, and manage their network infrastructure effectively. Organizations, regardless of their scale, rely on this cutting-edge platform to improve operational efficiency, bolster security measures, and enhance performance metrics. A key highlight of Auvik is its ability to provide real-time network mapping and discovery, which automatically creates interactive visual representations of your network’s layout. This feature simplifies the identification of devices, connections, and possible bottlenecks within the network. Such critical insights facilitate better planning and optimization of network architecture, ensuring peak efficiency and reliability. By leveraging Auvik’s capabilities, organizations can proactively address issues and adapt to changing network demands.

Teramind adopts a user-focused approach to overseeing the digital activities of employees. Our software simplifies the process of gathering employee data to uncover any suspicious behaviors, enhance productivity, identify potential threats, track efficiency, and ensure compliance with industry standards. By implementing highly adaptable Smart Rules, we help mitigate security breaches by enabling alerts, blocks, or user lockouts when violations occur, thereby maintaining both security and operational efficiency for your organization. With live and recorded screen monitoring capabilities, you can observe user actions in real-time or review them later through high-quality video recordings, which are invaluable for examining security or compliance incidents, as well as for assessing productivity trends. Additionally, Teramind can be swiftly installed and configured; it can either operate discreetly without employee awareness or be implemented transparently with employee involvement to foster trust within the workplace. This flexibility allows organizations to choose the monitoring approach that best fits their culture and security needs.

Zscaler stands out as a pioneer with its Zero Trust Exchange platform, which utilizes the most expansive security cloud in the world to optimize business functions and improve responsiveness in a fast-evolving landscape. The Zero Trust Exchange from Zscaler enables rapid and safe connections, allowing employees the flexibility to operate from any location by treating the internet as their corporate network. Following the zero trust principle of least-privileged access, this solution provides robust security through context-aware identity verification and stringent policy enforcement. With a network spanning 150 data centers worldwide, the Zero Trust Exchange ensures users are closely connected to the cloud services and applications they depend on, like Microsoft 365 and AWS. This extensive infrastructure guarantees the most efficient routes for user connections, ultimately delivering comprehensive security while ensuring an outstanding user experience. In addition, we encourage you to take advantage of our free service, the Internet Threat Exposure Analysis, which is designed to be quick, secure, and private for all participants, helping organizations pinpoint vulnerabilities and effectively bolster their security defenses. Our commitment to safeguarding your digital environment is paramount, and this analysis serves as an essential step toward enhancing your organization's resilience against potential threats.

CloudEagle.ai is an AI-powered SaaS Management, AI Governance, and Identity Governance platform that helps IT, Security, Procurement, and Finance teams discover, govern, secure, and optimize every SaaS and AI application across the enterprise, including applications operating outside SSO or traditional IT visibility. As AI tools, Shadow IT, and employee-purchased applications rapidly expand, traditional IAM and SaaS management solutions can no longer provide complete visibility or control. CloudEagle brings SaaS management, AI governance, identity governance, security, and procurement workflows together into one unified platform. Powered by 500+ integrations and AI-driven contract and usage intelligence, CloudEagle centralizes application usage, access permissions, contracts, renewals, and spend data into a single source of truth, helping organizations reduce waste, strengthen security, improve compliance readiness, and streamline SaaS operations. Key Features- • Shadow IT & Shadow AI Discovery • AI Governance & Policy Enforcement • AI Usage Visibility & Risk Monitoring • Automated Provisioning & Deprovisioning • Identity Governance & Access Controls • Continuous Access Reviews • SaaS Management & License Optimization • SaaS Spend Visibility & Reporting • Centralized Contract Management • Renewal Orchestration & Benchmarking Insights • Audit-Ready Access Logs • 500+ Integrations

In today's business landscape, technology plays a vital role, and its reliability is paramount for success. The current era of "work from anywhere" necessitates stringent management and oversight of digital identities to safeguard both your company and the data it utilizes. SailPoint Identity security stands out as a solution that enables businesses to mitigate cyber risks associated with the growing access to cloud-based technologies. This approach guarantees that employees receive precisely the access they require for their roles, neither more nor less. By harnessing unparalleled visibility and intelligence, organizations can streamline and enhance the management of user identities and permissions. With AI-powered insights, you can govern, manage, and automate access in real time, ensuring a responsive and secure operational framework. This strategic capability allows businesses to thrive in a cloud-dependent, threat-laden environment while maintaining efficiency, safety, and scalability. As such, investing in identity security is not merely advisable; it is essential for sustainable growth and resilience in an increasingly digital world.

Uncover the definitive answer for recognizing, monitoring, and safeguarding sensitive data on a grand scale. This all-encompassing data protection platform is meticulously crafted to quickly address risks, detect anomalies in activity, and maintain compliance, all while ensuring your operations run smoothly. By merging a powerful platform with a committed team and a strategic framework, it provides you with a significant advantage in the marketplace. The platform incorporates classification, access governance, and behavioral analytics to effectively protect your information, counteract threats, and streamline compliance requirements. Our proven approach is informed by numerous successful implementations that assist you in overseeing, securing, and managing your data with ease. A dedicated group of security experts constantly refines advanced threat models, updates policies, and aids in incident response, allowing you to focus on your primary goals while they navigate the intricacies of data security. This joint effort not only strengthens your overall security stance but also nurtures an environment of proactive risk management, ultimately leading to enhanced organizational resilience. Additionally, as the landscape of data threats evolves, our platform adapts to ensure continuous protection and peace of mind.

Akto is a rapid, open-source API security platform that enables users to set up in just one minute. Security teams utilize Akto to keep an ongoing inventory of APIs, assess them for vulnerabilities, and identify issues during runtime. The platform includes tests for all categories from the OWASP Top 10 and HackerOne Top 10, such as Broken Object Level Authorization (BOLA), authentication flaws, Server-Side Request Forgery (SSRF), Cross-Site Scripting (XSS), and various security configurations. With its robust testing engine, Akto conducts a range of business logic tests by analyzing traffic data to discern API usage patterns, effectively minimizing false positives. Additionally, Akto supports integration with a variety of traffic sources, including Burpsuite, AWS, Postman, GCP, and various gateways, enhancing its usability across different environments. This adaptability makes Akto a valuable tool for ensuring the security of APIs in diverse operational settings.

VerifyWise is a powerful, open-source platform that helps organizations manage AI governance and ensure compliance with legal, ethical, and organizational standards. It offers a lean, cost-effective approach to managing AI without the need for complex, expensive platforms. With features like AI governance frameworks, performance monitoring, and audit trails, VerifyWise makes it easier to track and report on AI activities and decisions. The platform supports global AI regulations, including the EU AI Act, and provides tools for managing vendor governance and risk. With its focus on transparency, security, and ease of use, VerifyWise is an essential tool for companies looking to adopt responsible AI practices and stay ahead of regulatory changes.

Knostic serves as an all-encompassing platform dedicated to the security and governance of enterprise AI, designed to prevent data leaks and control how large language models handle and share information within organizational settings. It utilizes a "need-to-know" access control system that dynamically determines the extent of data an AI can reveal based on the user's role, the situation, and their objectives, moving beyond traditional file permission methods. By emphasizing the knowledge layer that lies between raw data and AI-generated results, it carefully examines how information is inferred, aggregated, and displayed to ensure that sensitive content is not inadvertently disclosed. Additionally, Knostic maintains continuous oversight of AI activities across a range of applications, including tools like Copilot and other language model-driven assistants, while identifying potential risks such as semantic oversharing, inference-based exposure, and unauthorized access to sensitive information. It also conducts practical prompt simulations to uncover hidden vulnerabilities before they are put into action, assigns quantitative risk scores, and enables organizations to implement comprehensive policies effectively. By combining proactive risk evaluation with continuous governance, Knostic not only enhances corporate security but also plays a crucial role in maintaining trust and integrity as AI technologies continue to evolve and integrate into various business processes.

NordLayer enhances network access security that grows alongside your business, ensuring that your organization's data and traffic are protected while offering your team dependable and secure remote access. This allows employees to work efficiently from anywhere without compromising security.

Uncover all cloud and SaaS resources within your organization in a matter of minutes. Take command of your supply chains, eradicate shadow IT, and minimize SaaS sprawl effectively. Nudge Security offers the capability to identify, catalog, and continuously monitor every cloud and SaaS account that employees have established, all within a short timeframe. There’s no need for endpoint agents or browser extensions to facilitate this process. By providing insights into the risk profiles, compliance requirements, and security measures of each provider, you can expedite security assessments in alignment with the rapid adoption of SaaS solutions. Additionally, you can attain clarity regarding your SaaS supply chains to assess whether you are within the risk zone of any incidents. To effectively manage SaaS security at scale, it’s essential to engage your workforce actively. Implement security prompts grounded in behavioral science to motivate employees towards making informed decisions and fostering improved practices. This engagement can lead to a more secure and responsible use of SaaS tools across your organization.

Netwrix Endpoint Protector is an advanced endpoint data loss prevention and device control solution that helps organizations safeguard sensitive data across distributed environments. It delivers comprehensive protection across Windows, macOS, and Linux systems with consistent feature coverage. The platform monitors data in motion, at rest, and in use, ensuring complete visibility and control over data flows. It provides granular control over devices and ports, including USB drives, printers, Bluetooth devices, and other external connections. Netwrix Endpoint Protector enforces encryption on removable media with features like remote wipe and password management to prevent data loss. Its content-aware DLP engine scans data transfers across applications, storage, and endpoints to detect and block sensitive information exposure. The solution also includes endpoint discovery capabilities to identify and secure sensitive data stored locally on devices. It helps organizations comply with regulatory standards such as GDPR, HIPAA, PCI-DSS, and ISO by enforcing strict data protection policies. The platform protects against insider threats by monitoring user behavior and controlling access to sensitive data. It operates even in offline environments, ensuring continuous protection. Netwrix Endpoint Protector reduces the risk of data breaches by controlling all potential exit points. It provides centralized management and reporting for improved visibility and governance. Overall, it enables organizations to maintain strong data security, compliance, and control across endpoints.

Airia’s enterprise AI orchestration platform seamlessly integrates with existing systems and data sources, featuring a no-code agent builder that facilitates rapid prototyping. It incorporates pre-built connectors for streamlined data integration, alongside intelligent AI operations that boost both performance and cost-effectiveness through smart routing and centralized lifecycle management. The platform prioritizes enterprise-grade security and governance, offering thorough audit functionalities and responsible AI guardrails. Its model-agnostic and vendor-neutral approach provides versatile deployment options across shared or dedicated cloud, private cloud, and on-premises configurations. This adaptability empowers users of all technical backgrounds to create, deploy, and manage secure AI agents on a large scale, eliminating the need for complex installations or migrations. With its intuitive interface and integrated platform, Airia transforms workflows in multiple departments, including engineering, IT, finance, legal, marketing, sales, and support, allowing organizations to confidently and compliantly advance their AI strategies. Furthermore, this all-encompassing solution equips businesses to fully leverage the capabilities of AI while optimizing operations and maintaining robust security measures. In this way, Airia not only enhances productivity but also fosters innovation across organizational landscapes.

CrowdStrike Falcon AI Detection and Response (AIDR) is an all-encompassing security solution designed to protect against the rapidly shifting landscape of AI-related attacks by providing real-time visibility, detection, and response capabilities across diverse AI systems, users, and their interactions. This innovative platform offers a unified perspective on how both human employees and AI agents utilize generative AI, clarifying the relationships among users, prompts, models, agents, and the supporting infrastructure, while maintaining extensive runtime logs for monitoring, compliance, and investigative needs. By continuously tracking AI activities across various endpoints, cloud environments, and applications, organizations can uncover insights into data flows within AI systems and understand the operational boundaries of agents. AIDR excels at recognizing and mitigating AI-specific threats, such as prompt injections, jailbreak attempts, malicious actors, harmful outputs, and unauthorized interactions, leveraging behavioral analysis and integrated threat intelligence. Furthermore, the platform enhances proactive threat management, enabling organizations not only to react to incidents but also to foresee and address potential vulnerabilities within their AI environments. As a result, AIDR empowers organizations to maintain a robust security posture in the face of evolving AI threats while fostering trust in their AI implementations.

Oximy operates as an all-encompassing platform that provides organizations with comprehensive oversight, governance, and security over the integration of artificial intelligence into their operations, acting as a centralized hub for all enterprise AI activities. By seamlessly detecting and classifying each AI tool in use through network-level monitoring, it removes the need for manual tracking and separate integrations. In addition, Oximy continuously evaluates employee interactions, applications, and AI agents, analyzing prompts, responses, and data flows in real time to identify potential risks such as the leakage of sensitive information, harmful outputs, or unauthorized access. The platform enables organizations to swiftly implement policies, prevent risky behaviors, and receive alerts for policy breaches while also reconstructing activities for full traceability and audit capabilities. Moreover, Oximy synthesizes various AI usages into a unified overview, assisting teams in identifying adoption trends and enhancing decision-making regarding AI governance. This comprehensive strategy not only boosts organizational productivity but also cultivates a responsible approach to AI utilization throughout the workforce, ultimately leading to a more informed and secure operational environment. By prioritizing both efficiency and accountability, Oximy positions organizations to thrive in an increasingly AI-driven landscape.

Montro serves as an all-encompassing platform focused on AI governance and SaaS intelligence, aimed at helping organizations recognize, classify, and manage AI systems and SaaS applications integrated into their operations. It delivers valuable insights into software usage, including the presence of unauthorized AI and SaaS solutions, which allows teams to better comprehend technology adoption trends and assess associated risks. In addition, Montro supports organizations in adhering to various regulatory requirements such as the EU AI Act, DORA, NIS2, and GDPR. By offering continuous discovery, risk assessment, and governance capabilities, the platform reduces reliance on manual compliance activities, improves oversight, and aids in audit readiness, thereby streamlining the management of technological resources. This holistic approach not only enhances operational efficiency but also fosters a proactive stance towards regulatory challenges.

In the current landscape, the volume of users and data outside enterprises has surpassed that within, leading to the erosion of the traditional network perimeter. This shift necessitates the establishment of a new perimeter, one that is inherently cloud-based and capable of tracking and safeguarding data regardless of its location. It is crucial for this perimeter to protect business interests while facilitating swift and seamless operations, without introducing undue friction. By enabling secure and rapid access to both cloud services and the internet through one of the most robust and efficient security networks available, organizations can maintain high-speed performance without sacrificing security. This innovative approach defines the new perimeter, embodied by the Netskope Security Cloud, which invites businesses to rethink their security framework. Netskope is dedicated to this transformative vision, recognizing that security teams grapple with the dual challenge of managing risk while accommodating the swift integration of mobile and cloud technologies. Traditionally, security has relied on stringent controls to mitigate risk, but modern enterprises prioritize agility and rapidity. Consequently, Netskope is redefining how we understand cloud, network, and data security to align with these evolving demands. The future of perimeter security is not just about protection; it's about enabling growth and flexibility in a dynamic digital environment.

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.

Reco leverages the specific context of a business to protect sensitive assets that are exchanged on platforms such as Slack, Jira, Microsoft 365, and Google Workspace. By analyzing essential business processes and interactions, Reco detects the flow of data assets across various collaborative tools. This encompasses scenarios like customer support tickets containing private information, inappropriate messages sent in Slack channels, or documents inadvertently shared with unauthorized personnel. With its proprietary AI technology, Reco provides comprehensive protection by dynamically mapping business interactions and accurately identifying sensitive assets being shared. This advanced methodology offers clarity on each user action and uncovers incidents that hold particular importance for your organization. Instead of depending on outdated static rules that necessitate continual monitoring and adjustments as the business landscape changes, Reco's AI engine ensures the protection of sensitive assets shared through collaboration platforms with its flexible, context-driven detection system, eliminating the need for ongoing maintenance or configuration. By adopting this state-of-the-art solution, organizations can cultivate a safer and more streamlined collaborative atmosphere while remaining agile in an ever-evolving digital landscape. Ultimately, Reco empowers businesses to focus on their core objectives while maintaining robust security protocols.

Rezonate offers an automatic detection and correction system for access configurations, risky behaviors, and insufficient security measures across all identity providers and Infrastructure as a Service (IaaS), which helps in minimizing identity-related risks. It consistently integrates data from all your cloud applications, resources, along with both human and machine identities, creating a unified identity narrative that delivers a thorough overview of your access risks and identity landscape. Unlike conventional graph representations, Rezonate's Identity Storyline provides a deeper understanding of each identity, threat, and vulnerability, enabling you to effectively identify, prioritize, and take decisive action against access risks. This innovative feature offers in-depth insights into every identified threat, exposure, or ongoing risk, including the origins and possible repercussions of these issues. Furthermore, you gain the ability to monitor every action and alteration within your cloud identity attack surface in real-time, surpassing the limitations of standard configuration reviews. With this capability, organizations can proactively address vulnerabilities, ensuring a stronger security posture against potential threats.

Lasso is a comprehensive AI security platform created to help enterprises manage, govern, and secure AI applications and autonomous agents throughout their operational lifecycle. As organizations increasingly deploy generative AI and agentic technologies, the platform provides centralized oversight and protection for rapidly growing AI ecosystems. Lasso begins with AI discovery and inventory capabilities that identify AI agents, applications, models, prompts, tools, and security controls across the enterprise. Its AI Bill of Materials (AI-BOM) functionality helps organizations maintain a detailed understanding of their AI assets and dependencies. Automated AI security posture management capabilities assess configurations, identify weaknesses, and support ongoing governance efforts. The platform’s red teaming engine continuously evaluates AI systems against thousands of attack techniques and adversarial scenarios to uncover vulnerabilities before they impact production environments. Runtime enforcement features monitor AI interactions in real time, helping organizations enforce policies and prevent unsafe or unauthorized behavior. Intent-based security analysis enables Lasso to evaluate the purpose and context of AI actions rather than relying exclusively on static detection methods. AI detection and response capabilities provide security teams with actionable insights, investigation tools, and threat monitoring across AI environments. Designed for enterprise deployment, the platform emphasizes scalability, accuracy, cost efficiency, and rapid response to evolving AI risks. By integrating discovery, governance, testing, monitoring, and protection into a unified platform, Lasso helps organizations accelerate AI adoption while maintaining security, compliance, and operational confidence.

Prompt Security enables organizations to harness the potential of Generative AI while minimizing various risks that could impact their applications, employees, and customers. It thoroughly analyzes each interaction involving Generative AI—from AI tools employed by staff to GenAI functionalities embedded in customer services—ensuring the safeguarding of confidential data, the avoidance of detrimental outputs, and protection against threats associated with GenAI. Moreover, Prompt Security provides business leaders with extensive insights and governance tools concerning the AI technologies deployed across their enterprise, thereby improving operational visibility and security measures. This forward-thinking strategy not only encourages innovative solutions but also strengthens customer trust by placing their safety at the forefront of AI implementation. In this way, organizations can confidently explore new frontiers in technology while maintaining a commitment to responsible and secure practices.

LayerX Enterprise Browser Extension thoroughly analyzes web interactions at a detailed level to prevent harmful actions from websites controlled by attackers, guaranteeing that users can engage with a variety of online platforms without risking the security of the enterprise. By establishing robust access and activity policies, organizations can effectively protect their data, applications, and devices from potential threats. In addition, the extension strengthens identity protection by acting as an extra layer of authentication that enhances user safety. It performs dynamic scans on each webpage, identifying harmful code, content, or files while keeping a vigilant watch on user behavior for any signs of compromise or data breaches. Moreover, the extension supports the development of flexible or rule-based policies that can adapt to recognized risks, implementing a range of protective measures that include limiting activities and functionalities of webpages or, in severe cases, completely blocking access. This comprehensive strategy not only bolsters security but also empowers users to explore the internet with assurance and peace of mind, fostering a safer online environment for everyone involved. By prioritizing user safety and maintaining enterprise integrity, this extension serves as a vital tool in today's digital landscape.

The emergence of enterprise copilots and low-code/no-code platforms has transformed the landscape of creating powerful business AI applications and bots, accelerating the development process and making it more user-friendly. Generative AI has opened doors for individuals across varying technical expertise to drive innovation, optimize repetitive tasks, and craft efficient workflows effortlessly. However, similar to the public cloud, these AI and low-code frameworks provide a safety net for the underlying infrastructure but do not extend that protection to the data and resources built upon it. As an increasing number of applications, automations, and copilots are launched, the potential risks from prompt injection, RAG poisoning, and data breaches become more pronounced. Unlike conventional software development, the integration of copilots and low-code platforms frequently neglects essential stages such as thorough testing, security assessments, and performance checks. By equipping both seasoned and novice developers, organizations can create customized solutions that remain compliant with security protocols. We encourage you to explore how your team can leverage the capabilities of copilots and low-code development to propel your business toward greater success. This partnership has the potential to yield innovative outcomes that not only fulfill your requirements but also significantly boost overall operational efficacy, positioning your organization for future growth.