List of the Top 23 AI Usage Control Software in 2026

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 a leading AI-powered SaaS management and governance platform that helps IT, security, and procurement teams manage, govern, and renew all SaaS apps from one place. It has processed over $15B in SaaS spend and saved over $2B in software spend. With 500+ direct integrations, CloudEagle provides complete visibility, automates onboarding/offboarding, access reviews, license optimization, and renewals while strengthening compliance for SOX, GDPR, ISO 27001, and more. Our innovation is driven by one core focus, and that is delivering value to our customers. Every feature is built with their challenges in mind, because customer success fuels everything we do.

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.

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.

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.

Shifting from development to production, as well as from conventional data engineering to artificial intelligence, necessitates the safeguarding of various environments, pipelines, tools, and open-source components that form the backbone of your data and AI supply chain. It is crucial to consistently identify, avert, and correct security and compliance weaknesses in AI prior to their deployment in production. Furthermore, real-time monitoring of AI applications facilitates the identification and counteraction of adversarial AI attacks while ensuring that specific application guardrails are maintained. Noma seamlessly integrates throughout your data and AI supply chain and applications, delivering a comprehensive overview of all data pipelines, notebooks, MLOps tools, open-source AI components, and both first- and third-party models alongside their datasets, which in turn allows for the automatic generation of a detailed AI/ML bill of materials (BOM). Additionally, Noma continuously detects and provides actionable insights for security challenges, including misconfigurations, AI-related vulnerabilities, and the improper use of non-compliant training data across your data and AI supply chain. This proactive strategy empowers organizations to significantly improve their AI security framework, ensuring that potential risks are mitigated before they have a chance to affect production. In the end, implementing such strategies not only strengthens security but also enhances overall trust in AI systems, fostering a safer environment for innovation.

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.

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.

The realm of cyber threats is evolving at a swift pace, introducing new challenges continually. Lasso Security equips you to harness the power of AI Large Language Model (LLM) technology while prioritizing your security. We concentrate on the security issues surrounding LLMs, which are integral to our core framework and coding methodologies. Our cutting-edge solution addresses not only external threats but also internal errors that may result in potential breaches, exceeding traditional security protocols. As an increasing number of organizations invest in LLM adoption, it is concerning that only a small fraction are taking proactive measures to tackle both established vulnerabilities and the new risks on the horizon. This neglect could expose them to unforeseen threats as the digital landscape continues to transform. It is crucial for organizations to stay ahead of these risks to maintain a robust security posture.

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.

Acuvity emerges as a comprehensive platform for AI security and governance, designed for both staff and applications. By integrating DevSecOps, it ensures that AI security can be deployed without any modifications to the existing code, allowing developers to focus on driving AI innovations. The platform's pluggable AI security framework provides extensive protection, removing the need for reliance on outdated libraries or insufficient safeguards. Furthermore, it optimizes GPU utilization specifically for LLM models, enabling organizations to manage their costs more efficiently. Acuvity also offers complete visibility into all GenAI models, applications, plugins, and services currently in use or under evaluation by teams. In addition, it delivers in-depth observability of all interactions with GenAI, complete with comprehensive logging and an audit trail for every input and output. In today's enterprise environment, the adoption of AI requires a specialized security framework that effectively addresses emerging AI risks while complying with changing regulations. This approach empowers employees to leverage AI confidently, protecting sensitive information from potential exposure. Additionally, the legal department works diligently to ensure that AI-generated content does not lead to copyright or regulatory issues, thereby creating a secure and compliant atmosphere conducive to innovation. By doing so, Acuvity fosters an environment where security and creativity can thrive harmoniously within organizations. Ultimately, this dual focus enhances the overall effectiveness and reliability of AI implementation in the workplace.

More than half of businesses, specifically 55%, are adopting AI technologies to secure their competitive advantage in the marketplace. Harmonic plays a crucial role in keeping your organization ahead by equipping security teams with robust tools for the safe and efficient deployment of AI. As employees increasingly access new technologies from diverse remote locations, Harmonic strengthens your security measures to ensure that unauthorized AI activities are detected and addressed. By leveraging Harmonic's state-of-the-art protective strategies, you can considerably mitigate the chances of data breaches and maintain compliance, thereby protecting your sensitive information. Traditional data security methods are increasingly falling behind in the fast-paced world of AI advancements, forcing numerous security teams to depend on outdated and overly generalized practices that can stifle productivity. Harmonic provides a smarter alternative, furnishing security professionals with essential tools and insights required to effectively guard sensitive, unstructured data while ensuring operational efficiency. By embracing Harmonic’s forward-thinking approach, organizations can effectively balance security needs with productivity demands, establishing a strong defense against emerging threats and fostering a culture of innovation. Such a shift not only enhances security but also empowers teams to focus on their core business objectives.

NeuralTrust stands out as a premier platform designed to secure and enhance the functionality of LLM agents and applications. Recognized as the quickest open-source AI Gateway available, it offers a robust zero-trust security model that facilitates smooth tool integration while maintaining safety. Additionally, its automated red teaming feature is adept at identifying vulnerabilities and hallucinations within the system. Core Features - TrustGate: The quickest open-source AI gateway that empowers enterprises to expand their LLM capabilities with an emphasis on zero-trust security and sophisticated traffic management. - TrustTest: An all-encompassing adversarial testing framework that uncovers vulnerabilities and jailbreak attempts, ensuring the overall security and dependability of LLM systems. - TrustLens: A real-time AI monitoring and observability solution that delivers in-depth analytics and insights into the behaviors of LLMs, allowing for proactive management and optimization of performance.

Aurascape is an innovative security platform designed specifically for the AI-driven landscape, enabling businesses to pursue innovation with confidence while navigating the rapid evolution of artificial intelligence. It provides a comprehensive overview of interactions among AI applications, effectively shielding against risks like data breaches and threats posed by AI advancements. Its notable features include overseeing AI activities across various applications, protecting sensitive data to comply with regulatory standards, defending against zero-day vulnerabilities, facilitating the secure deployment of AI copilots, creating boundaries for coding assistants, and optimizing AI security processes through automation. Aurascape's primary goal is to encourage the safe integration of AI tools within organizations, all while maintaining robust security measures. As AI applications continue to advance, their interactions are becoming more dynamic, real-time, and autonomous, highlighting the need for strong protective strategies. In addition to preempting new threats and securing data with high precision, Aurascape enhances team productivity, monitors unauthorized application usage, detects unsafe authentication practices, and minimizes risky data sharing. This holistic security strategy not only reduces potential risks but also empowers organizations to harness the full capabilities of AI technologies, fostering a secure environment for innovation. Ultimately, Aurascape positions itself as an essential partner for businesses aiming to thrive in an AI-centric future.

Cyberhaven's Dynamic Data Tracing technology transforms the approach to combating intellectual property theft and various insider threats. It provides automated oversight and analysis of your data's lifecycle, meticulously tracking its journey from creation through each user interaction. By continuously evaluating potential risks, it can pinpoint unsafe practices before they escalate into security breaches. This extensive data tracing functionality simplifies the enforcement of policies and significantly minimizes the likelihood of false alarms and disruptions for users. Moreover, it integrates in-context training and guidance for users, which encourages compliance with security protocols and the promotion of responsible behavior. The repercussions of data loss, whether due to malicious actions or unintentional errors, can be both financially and reputationally damaging. This innovative technology also facilitates the automatic categorization of sensitive data according to its source, creator, and content, ensuring accessibility even in unpredictable situations. Additionally, it proactively detects and mitigates risks posed by both malicious insiders and inadvertent user mistakes, thereby strengthening your comprehensive data security framework. This multifaceted approach not only bolsters your defenses but also helps to nurture a culture of security awareness and vigilance among employees, reinforcing the importance of safeguarding sensitive information. By encouraging a proactive mindset towards data security, organizations can create a more resilient environment against potential threats.

WitnessAI creates the essential frameworks that enhance the productivity, safety, and usability of AI technologies. Our platform empowers businesses to explore innovation while leveraging the capabilities of generative artificial intelligence, all without sacrificing privacy or security. With comprehensive oversight of applications and their usage, you can effectively track and evaluate AI-related activities. Implement a unified and compliant policy for data handling, topic discussions, and overall usage. Safeguard your chatbots, employee interactions, and sensitive information from potential misuse and threats. WitnessAI is assembling a global team of specialists, engineers, and innovative thinkers. Our mission is to establish a top-tier AI platform that maximizes the advantages of AI while effectively reducing its associated risks. WitnessAI comprises a suite of security microservices that can be installed within your infrastructure, in a cloud sandbox, or inside your VPC, ensuring that your data and activity monitoring remain distinct from those of other clients. In contrast to other AI governance solutions, WitnessAI offers a regulatory distinction for your data, providing an additional layer of security and peace of mind. This commitment to safeguarding your information underscores our dedication to responsible AI usage in diverse environments.