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AI Usage Control

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.

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Logo of Proofpoint

Proofpoint

By Proofpoint

4.1
(7 Ratings)

The company focuses on providing cybersecurity and compliance solutions. It primarily aims to offer protection across various digital channels such as email, web, cloud, and social media.

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Logo of Prisma SASE

Prisma SASE

By Palo Alto Networks

3.5
(4 Ratings)

Palo Alto Networks is a global cybersecurity organization shaping the future of cloud-centric technology. The main business objective is to provide effective cybersecurity solutions, maintaining and valuing the digital way of life. It addresses the significant issue of maintaining digital security in an increasingly online-centric world. The company utilizes innovative approaches leveraging advancements in artificial intelligence, analytics, automation, and orchestration. Offering an integrated platform and bolstering a burgeoning ecosystem of collaborators, it assures protection across various platforms including clouds, networks, and mobile devices. The organization envisions a progressively safe and secure digital world each day.

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Logo of Prompt Security

Prompt Security

By Prompt Security

4.7
(3 Ratings)

Prompt Security is a company dedicated to enhancing the adoption of Generative AI for enterprises, and safeguarding against the various risks that could affect their applications, employees and customers. It scrutinizes every application of Generative AI — encompassing AI tools used by workforce and GenAI incorporations in client-centric products. The company diligently examines each prompt and model response in AI to prevent the divulgence of confidential data, stop objectionable content, and secure against GenAI-specific threats. Additionally, it offers governance and comprehensive visibility of the AI tools being utilized in enterprises for their respective leadership teams. Essentially, Prompt Security facilitates organizations to securely implement Generative AI.

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Logo of Aurascape

Aurascape

By Aurascape

4.5
(2 Ratings)

Aurascape provides solutions that address security challenges associated with the integration of artificial intelligence within organizations. By offering an AI security platform, Aurascape aims to help businesses manage and reduce risks linked to the adoption and operation of AI technologies. The company's focus centers on enabling secure implementation of AI systems, allowing organizations to address potential vulnerabilities related to data protection, access control, and threat detection as they incorporate AI into their operations.

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Logo of WitnessAI

WitnessAI

By WitnessAI

4.5
(2 Ratings)

WitnessAI focuses on addressing the need for secure and governed adoption of artificial intelligence within organizations. The company provides a platform that enables oversight of employee interactions with AI systems, enforces policies specific to AI use, and applies security measures to safeguard data and information throughout AI processes. This approach helps organizations manage risks related to AI implementation and maintain compliance with internal and external requirements.

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Logo of Lasso Security

Lasso Security

By Lasso Security

4
(1 Rating)

Lasso Security focuses on addressing security vulnerabilities associated with large language models (LLMs) used by organizations. The company's main aim is to protect the various interaction points between businesses and generative AI technologies, helping organizations mitigate risks related to data privacy and secure deployment of LLM-based solutions. Lasso Security provides solutions designed to secure the integration and use of AI models within enterprise environments.

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Logo of CyberTide DSPM

CyberTide DSPM

By CyberTide

CyberTide GmbH is a German cybersecurity company providing an AI-native data security platform for regulated organizations.

The platform helps enterprises discover, classify, and protect sensitive data across key channels, including cloud collaboration tools, email, endpoints, and GenAI workflows. CyberTide supports both data at rest and data in motion use cases, enabling risk visibility, policy enforcement, and prevention of unauthorized sharing or leakage. The solution uses customized, self-hosted language models to deliver context-aware classification and controls without relying on external cloud AI services.

CyberTide is designed for organizations with strict data-sovereignty and deployment requirements and supports on-premises and private-cloud deployments. The platform is used by security, compliance, risk, and IT teams to reduce exposure, meet regulatory expectations, and enable safe adoption of modern collaboration and AI technologies.

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Logo of Harmonic Security

Harmonic Security

By Harmonic

Harmonic Security gives you the control to unlock safe, fast AI adoption

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Logo of Knostic

Knostic

By Knostic

Knostic develops access control solutions for large language models focused on managing information based on need-to-know principles. Knostic addresses the challenge organizations face in adopting large language models by providing tools that restrict access to sensitive knowledge and data, aiming to maintain appropriate security and operational safeguards during the integration of artificial intelligence systems into existing workflows.

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Logo of LayerX

LayerX

By LayerX Security

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.

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Logo of NeuralTrust

NeuralTrust

By NeuralTrust

NeuralTrust focuses on addressing security and compliance challenges related to AI agents and large language model (LLM) applications. The company identifies vulnerabilities in AI systems, implements measures to prevent attacks, and monitors system performance to ensure ongoing operational integrity. NeuralTrust also supports organizations in meeting regulatory requirements associated with deploying AI agents and LLMs, helping to manage risk as these technologies are scaled within enterprise environments.

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Logo of Oximy Oversight

Oximy Oversight

By Oximy

Oximy is an enterprise AI observability and governance platform focused on helping organizations operationalize AI and GenAI responsibly and efficiently. It centralizes visibility across AI programs to support three core needs: (1) measuring adoption and business value, (2) managing costs and financial accountability, and (3) monitoring security and risk exposure tied to AI usage and data access.

The product suite includes Oximy Pulse, which provides adoption and value realization reporting for executive stakeholders; Oximy Spend, which supports financial visibility, usage analytics, and spend controls for finance teams; and Oximy Oversight, which provides security and risk visibility for CISO and governance functions. Oximy targets mid-market and enterprise customers seeking cross-functional reporting and controls for AI initiatives, including policy and governance alignment across business, finance, and security stakeholders.

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Logo of Oximy Pulse

Oximy Pulse

By Oximy

Oximy is an enterprise AI observability and governance platform focused on helping organizations operationalize AI and GenAI responsibly and efficiently. It centralizes visibility across AI programs to support three core needs: (1) measuring adoption and business value, (2) managing costs and financial accountability, and (3) monitoring security and risk exposure tied to AI usage and data access.

The product suite includes Oximy Pulse, which provides adoption and value realization reporting for executive stakeholders; Oximy Spend, which supports financial visibility, usage analytics, and spend controls for finance teams; and Oximy Oversight, which provides security and risk visibility for CISO and governance functions. Oximy targets mid-market and enterprise customers seeking cross-functional reporting and controls for AI initiatives, including policy and governance alignment across business, finance, and security stakeholders.

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Logo of Oximy Spend

Oximy Spend

By Oximy

Oximy is an enterprise AI observability and governance platform focused on helping organizations operationalize AI and GenAI responsibly and efficiently. It centralizes visibility across AI programs to support three core needs: (1) measuring adoption and business value, (2) managing costs and financial accountability, and (3) monitoring security and risk exposure tied to AI usage and data access.

The product suite includes Oximy Pulse, which provides adoption and value realization reporting for executive stakeholders; Oximy Spend, which supports financial visibility, usage analytics, and spend controls for finance teams; and Oximy Oversight, which provides security and risk visibility for CISO and governance functions. Oximy targets mid-market and enterprise customers seeking cross-functional reporting and controls for AI initiatives, including policy and governance alignment across business, finance, and security stakeholders.

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Logo of VerifyWise

VerifyWise

By VerifyWise

VerifyWise focuses on solving challenges in artificial intelligence governance by providing an open-source platform that supports transparency, control, and collaboration in managing AI systems. The platform allows organizations to register models and systems, manage policies, map compliance programs to regulations such as the EU AI Act and standards including ISO 42001 and ISO 27001, and prepare for audits by maintaining clear workflows and evidence. Additional tools offered by VerifyWise address evaluation and monitoring of large language models, detection and assessment of unauthorized AI applications, and data privacy through identification and anonymization of personally identifiable information in various file types. The company provides resources to organizations seeking structured and transparent approaches to AI governance.

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