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Public-source research

Vendor evidence

Review what vendors say publicly, the exact quoted source text, the security requirement each statement may support, and what still needs verification.

Research library coverageCounts describe the research workflow, not vendor quality or product effectiveness.View details
Evidence records1280
Source checked863
Needs verification0
Source captured0
No supporting claim found411
Excluded from evidence6

Showing 21–40 of 71 evidence records

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Palo Alto Networks Prisma AIRSUnapproved AI use discoverySource checkedStrong public support for this requirement

Palo Alto Networks claims Prisma AIRS discovers shadow AI and provides visibility into AI agents, apps, and models.

Get full visibility into every AI agent, app and model, and identify how they connect across your environment.
Cisco AI DefenseUnapproved AI use discoverySource checkedStrong public support for this requirement

Cisco claims AI Defense can surface third-party AI applications in use and discover AI workloads, applications, models, data, and users across distributed environments.

Automatically surface third-party AI applications in use across your organization.
Microsoft Purview DSPM for AIUnapproved AI use discoverySource checkedStrong public support for this requirement

Microsoft claims Purview data security posture management (DSPM) and data security posture management (DSPM) for AI help discover, secure, and apply compliance controls for AI usage across the enterprise.

discover, secure, and apply compliance controls for AI usage across your enterprise.
Noma SecurityUnapproved AI use discoverySource checkedStrong public support for this requirement

Noma claims it discovers, governs, and protects enterprise AI and agents across homegrown AI, software as a service (SaaS) agents, and coding assistants.

Noma discovers, governs, and protects AI and Agents across the enterprise, from homegrown AI to SaaS agents and coding assistants.
JetStream SecurityUnapproved AI use discoverySource checkedStrong public support for this requirement

JetStream claims AI Visibility continuously discovers and inventories AI agents, models, tools, and workflows across software as a service (SaaS), endpoints, cloud, application programming interfaces (APIs), and internal systems.

Continuously discover and inventory AI agents, models, tools, and workflows across SaaS, endpoints, cloud, APIs, and internal systems.
Netskope AI SecurityUnapproved AI use discoverySource checkedStrong public support for this requirement

Netskope claims Netskope One AI Security provides visibility and controls across enterprise apps, private models, agents, and shadow AI.

Unified AI security for every interaction, from enterprise apps, private models, and agents, to shadow AI.
Singulr AIUnapproved AI use discoverySource checkedStrong public support for this requirement

Singulr claims Contextual Discovery creates a real-time inventory of the complete AI landscape and continuously discovers homegrown agents, public AI services, and embedded software as a service (SaaS) AI features.

Create real time inventory of your complete AI landscape and eliminate shadow AI. Continuously discover homegrown agents and applications, public AI services, and embedded SaaS features.
Prompt Security / SentinelOneUnapproved AI use discoverySource checkedStrong public support for this requirement

SentinelOne Prompt Security claims it inventories every AI tool and code assistant in use, including unapproved shadow AI.

Inventory every AI tool and code assistant in use, including unsanctioned shadow AI
AIM Security / Cato NetworksUnapproved AI use discoverySource checkedStrong public support for this requirement

AIM Security (now Cato AI Security) claims it surfaces AI adoption trends, assesses risks, and detects unauthorized data exchange with public AI services.

With Cato, IT teams can understand AI adoption trends with the business, assess risks and enforce granular access controls, and detect unauthorized data exchange with public AI services in real-time.
Oasis SecurityUnapproved AI use discoverySource checkedLimited public support for this requirement

Oasis Security claims complete visibility and control across all AI platforms.

Know exactly what's happening across all your AI platforms, with complete visibility and control.
Grip SecurityUnapproved AI use discoverySource checkedStrong public support for this requirement

Grip Security claims it builds an app inventory, links assets to identities, and helps teams find, trace, contain, and explain AI exposure or risk.

Grip builds an app inventory and links assets to identities. It is the technical backbone for AI governance so you can find, trace, contain, and explain any point of exposure or risk.
WitnessAIUnapproved AI use discoverySource checkedStrong public support for this requirement

WitnessAI claims it uncovers shadow AI usage and catalogs AI applications, Model Context Protocol (MCP) servers, and agents while monitoring real-time interactions.

Uncover shadow AI usage, catalog your complete AI inventory—applications, MCP servers, and agents—and monitor real-time interactions
Lasso SecurityUnapproved AI use discoverySource checkedStrong public support for this requirement

Lasso Security claims it discovers AI agents and homegrown AI applications via platform integration and CI.

Discover AI agents via platform integration. Connect via CI to automatically discover homegrown applications.
Harmonic SecurityUnapproved AI use discoverySource checkedStrong public support for this requirement

Harmonic claims visibility across the full AI stack across vendors, including long-tail and agentic surfaces, beyond Microsoft-only coverage.

Purview gives you visibility inside Microsoft, on Microsoft tools, with Microsoft pattern matching. Real AI usage is not Microsoft-only. We see the full stack across vendors, including the long tail and the agentic surfaces, and we govern with intent classification rather than regex.
RecoUnapproved AI use discoverySource checkedStrong public support for this requirement

Reco claims it automatically discovers AI agents across Copilot, ChatGPT, Claude, Agentforce, Make, n8n, and custom integrations.

Complete Inventory Automatically discover every agent across Copilot, ChatGPT, Claude, Agentforce, Make, n8n, and custom integrations.
Lakera / Check PointUnapproved AI use discoverySource checkedStrong public support for this requirement

Lakera claims Workforce AI Security discovers shadow AI and stops sensitive data exposure across AI apps, browser extensions, desktop agents, integrated development environments (IDEs), and Model Context Protocol (MCP)-connected tools.

Discover shadow AI, assess risk, govern employee usage, and stop sensitive data exposure across AI apps, browser extensions, desktop agents, IDEs, and MCP-connected tools.
ZenityUnapproved AI use discoverySource checkedStrong public support for this requirement

Zenity claims full inventory and attribution of AI agents across platforms, including creators, tools, accessed systems, roles, permissions, runtime activity, and shadow AI.

Zenity provides full inventory and attribution of AI agents across platforms including who created them, what tools they use, and what systems they access. You can drill into user roles, permissions, and runtime activity to track usage and uncover shadow AI.
Nightfall AIUnapproved AI use discoverySource checkedStrong public support for this requirement

Nightfall claims Shadow AI security across generative AI apps including ChatGPT, Copilot, Gemini, Deepseek, Claude, Perplexity, and others.

Nightfall provides comprehensive Shadow AI security across any generative AI app including ChatGPT, Copilot, Gemini, Deepseek, Claude, Perplexity and more.
Nightfall AIUnapproved AI use discoveryExcluded from evidenceNo supporting claim found

Nightfall claims comprehensive shadow-AI security coverage across major generative AI applications including ChatGPT, Copilot, Gemini, Claude, and others.

Nightfall provides comprehensive Shadow AI security across any generative AI app including ChatGPT, Copilot, Gemini, Deepseek, Claude, Perplexity and more.
LayerX SecurityUnapproved AI use discoverySource checkedStrong public support for this requirement

LayerX claims it tracks AI usage and detects misuse such as credential submission, prompt injection, regulatory compliance issues, and AI usage policy violations.

Track the usage of AI and detect misuse such as submission or passwords and credentials, prompt injection, regulatory compliance and AI usage policy violations