AI Usage Control Reviews and Ratings
What is AI Usage Control?
AI usage control (AI-UC) is a technology to discover the use of third-party AI and enforce the security policies of an organization. Key capabilities include enforcing granular data-sharing policies, automatically detecting and cataloging all AI tools (including shadow AI), and moderating content by filtering sensitive data in real time. AI-UC defines and enforces usage policies, inspects content for sensitive data, assesses risk, and raises alerts on anomalies. AI-UC is primarily delivered as a cloud-based service and may include multiple local inspection points. Typical users of AI Usage Control (AI-UC) are security, compliance, and IT teams, including CISOs, data privacy officers, and risk managers. Many current discovery tools treat AI applications as any other application. ignoring unique risks and integrations of AI in an organization's environment. AI usage control provides fine-grained categorization and intent-based policies, enabling safe adoption of third-party applications while mitigating security risks.
Product Listings
Filter by
LayerX agentless AI & Browser Security Platform protects organizations against AI, SaaS, web & data leakage risks across any browser, application, device, and identity, with no impact on user experience.
Delivered as an Enterprise Browser Extension, LayerX secures all last-mile user interactions with AI, SaaS & web applications and offers the most comprehensive visibility and enforcement capabilities for AI and browsing risks, including: shadows AI and SaaS discovery, data leakage prevention across GenAI, web and SaaS channels, protection against malicious browser extensions, protection against zero-hour web attacks, identity governance over work and personal identities, and more.
Proofpoint is a software that provides solutions for email security, threat protection, and information governance. The software analyzes and filters inbound and outbound emails to identify and block phishing attempts, malware, and other targeted attacks. It offers tools to prevent data loss, secure sensitive information, and ensure regulatory compliance across communication channels. Proofpoint includes features for security awareness training, threat intelligence, and digital risk monitoring. It addresses the business problem of managing cybersecurity risks associated with email, cloud applications, and collaboration platforms, supporting organizations in protecting information and user identities from evolving threats.
Prisma SASE is a software designed to integrate secure access service edge capabilities for organizations managing distributed networks and remote users. The software combines network security functions such as firewall as a service, secure web gateway, cloud access security broker, and zero trust network access into a single cloud-delivered architecture. Prisma SASE aims to address challenges related to securing branch offices, remote workforces, and cloud resources while maintaining consistent security policies and visibility across all users and locations. The software provides centralized management, threat protection, data security, and access control to support operational efficiency, reduce complexity, and help organizations enforce security standards across hybrid environments.
Prompt Security is a software designed to enhance the security of organizations utilizing generative AI applications. The software provides real-time monitoring and detection of threats targeting AI platforms to support data protection and compliance. It offers features that include identifying unauthorized access, alerting on potential vulnerabilities, and facilitating remediation processes. The software integrates with various AI tools to help safeguard against potential risks such as data leaks or prompt injection attacks. It addresses business challenges related to the safe and responsible deployment of AI technologies by delivering visibility and control over AI-related security events and enabling organizations to maintain secure AI environments.
WitnessAI is a software designed to facilitate the safe adoption and governance of artificial intelligence within enterprise environments. The software provides tools for monitoring, policy enforcement, and access management related to AI workload deployment and usage. WitnessAI offers features such as user activity logging, detailed audit trails, and the ability to define and maintain compliance policies for AI systems. The software addresses business challenges associated with managing regulatory requirements and mitigating potential risks in AI operations by enabling visibility and control over AI usage across organizational systems. WitnessAI supports organizations in maintaining responsible AI practices while aligning with security and compliance objectives.
Aurascape is a software designed to facilitate the creation, management, and deployment of artificial intelligence models for businesses. The software integrates various tools to support users throughout the machine learning lifecycle, including data preparation, model training, evaluation, and optimization. Aurascape offers a platform for collaborative workflows, allowing teams to work together on data science projects and streamline experimentation. Features include automated machine learning, scalable infrastructure for handling data, and support for integration with popular machine learning frameworks. The software addresses common challenges in AI development such as reproducibility, efficiency, and collaboration, providing solutions to organize, track, and monitor machine learning experiments in a centralized environment.
Lasso Security is a software designed to identify and manage security vulnerabilities associated with open-source components used within software development environments. The software automates the process of detection, prioritization, and remediation of risks related to third-party packages in repositories such as source code and infrastructure files. Lasso Security enables visibility into security issues, tracks changes over time, and integrates with developer workflows to facilitate management of risks in real time. The software supports organizations in maintaining compliance and governance while streamlining the resolution process by offering actionable insights and notifications. It is suited for development teams seeking to address the challenge of secure open-source usage while minimizing operational disruptions.
Airia is an enterprise AI security, orchestration, and governance platform designed to support the deployment and operation of AI systems across organizations. The platform provides controls for managing AI agents, models, applications, and data sources within centralized workflows.
Airia helps organizations address security, governance, and operational challenges associated with agentic and model-driven AI environments, including policy enforcement, access management, monitoring, and risk reduction. It is intended for use in regulated and complex enterprise settings where oversight, auditability, and control are required.
By integrating orchestration and governance capabilities, Airia supports organizations in operationalizing AI while maintaining consistency, visibility, and compliance across AI use cases.
CyberTide DSPM is a European AI-native Data Security Posture Management solution designed to help organizations discover, classify, and govern sensitive data across unstructured and structured sources in cloud, SaaS, and hybrid environments.
The platform provides continuous visibility into data at rest across services such as Microsoft 365, cloud storage, databases, and enterprise file systems, identifying regulated and business-critical data at scale.
CyberTide DSPM uses self-hosted AI models to automatically classify content, detect oversharing, and assess exposure risk without relying only on predefined rules. It supports compliance and audit readiness for GDPR, DORA, NIS2, and industry-specific requirements. Deployed as a self-hosted or private-cloud solution, CyberTide DSPM is designed for organizations that require data residency, transparency, and control over their security architecture.
Harmonic Security is a software designed to provide cloud data security solutions by automatically identifying and remediating sensitive data exposure in cloud environments. The software offers features such as real-time detection of sensitive data in SaaS and cloud platforms, risk assessment for data exposure, and automated workflows for policy enforcement and remediation. Harmonic Security assists organizations in managing compliance requirements and reducing the risk of unauthorized access to confidential or regulated information stored across various cloud services. Its functionality supports security teams in monitoring data flows, mitigating threats, and maintaining control over data governance within complex digital infrastructures.
Knostic is a software designed to support data-driven decision making by providing advanced analytics and machine learning capabilities. The software enables businesses to organize, analyze, and interpret complex datasets through automated workflows and interactive data visualization tools. It offers features such as data integration, model development, hypothesis testing, and insight generation across large-scale structured and unstructured information. Knostic addresses challenges related to fragmented data sources and manual data analysis by streamlining processes and improving efficiency in extracting actionable intelligence. The software is suitable for teams looking to harness artificial intelligence for improving accuracy and relevance in business analysis.
NeuralTrust is a software designed to enhance supply chain security by providing solutions for risk management, supplier assessment, and threat mitigation. The software offers features such as automated supply chain mapping, vulnerability analysis, compliance monitoring, and supply chain event detection to help organizations identify, evaluate, and monitor risks associated with third-party vendors and suppliers. NeuralTrust addresses business challenges related to visibility, security, and compliance in complex global supply chains, offering tools to streamline due diligence processes and support continuous monitoring of supply chain partners to reduce the likelihood of operational disruptions or security incidents.
Oximy Oversight is a software designed to facilitate governance, risk management, and compliance processes within organizations. The software centralizes policy documentation, delivers real-time monitoring, and supports audit workflows to enable systematic tracking and reporting of compliance outcomes. It provides automated alerts for policy updates and risk assessments, helping organizations manage regulatory obligations efficiently. Oximy Oversight also includes configurable dashboards for visualizing key metrics, enhancing decision-making and accountability across business functions. The software addresses the business need for structured and transparent compliance management, aiming to minimize operational risks related to policy violations and regulatory change.
Oximy Pulse is a software designed to monitor and manage network performance and reliability for businesses. It offers features such as real-time analytics, reporting, and alerting on network health and activity. The software helps organizations identify and troubleshoot connectivity issues, track usage patterns, and optimize resource allocation. Through data visualization and automated diagnostics, Oximy Pulse provides insights into network operations, assisting IT teams in maintaining system uptime and addressing potential disruptions. The software aims to improve operational efficiency by centralizing network data and enabling proactive management to resolve network-related business challenges.
Oximy Spend is a software designed for managing and optimizing business expenses. The software provides features for tracking spend, analyzing expenditure categories, and generating reports that help organizations gain visibility into their financial activity. It assists businesses in controlling costs by allowing users to monitor transactions, categorize expenses, and evaluate budgeting compliance. Oximy Spend supports streamlined expense approval workflows and integrates with various payment and accounting systems to improve operational efficiency. Through its analytics capabilities, the software enables stakeholders to identify patterns and areas for cost reduction, contributing to more effective financial planning and resource allocation.
Singulr AI is a software designed to automate and optimize financial forecasting and scenario modeling for businesses. It uses machine learning algorithms to analyze large datasets and generate predictive insights that inform strategic decision-making. The software streamlines forecasting processes by integrating financial and operational data, enabling users to create real-time scenarios and projections. It addresses challenges such as manual financial modeling, limited accuracy of predictions, and time-consuming data aggregation. By providing automated workflows, configurable templates, and visualization tools, Singulr AI software supports organizations in improving the reliability and speed of their financial planning and reporting activities.
VerifyWise is a software designed to streamline the process of education and employment verification for organizations. The software automates background verification workflows and supports secure transfer and validation of academic and professional records. It enables users to manage verification requests efficiently, helps reduce manual errors, and accelerates the turnaround time for credential checks. The software addresses business challenges related to fraud prevention and compliance requirements by ensuring authenticated record exchange between institutions, employers, and relevant authorities. Through its platform, VerifyWise helps organizations meet verification standards and mitigate risks associated with hiring and admissions by providing reliable access to verified data.













