Data as of Aug 25, 2026 · Based on 40 AI responses from ChatGPT Search and Google AI Mode · See how Parse measures this
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Source | Citation share |
|---|---|
 8 Best AI Agent Security Tools for CISOs to Consider in 2026https://www.reco.ai/compare/best-ai-agent-security-tools-for-cisos | 4.5% |
 The CISO's Guide to AI Agent and Shadow AI Discoveryhttps://www.linkedin.com/pulse/cisos-guide-ai-agent-shadow-discovery-walt-powell-cissp-cism-p8bjc | 3.5% |
Origin — endpoint observability for AIhttps://www.originhq.com/ | 3.1% |
 Monitor AI Usage - See Every AI Tool, User and Agent | Forcepointhttps://www.forcepoint.com/use-case/ai-usage-monitoring | 2.8% |
CISO Responsibilities in the AI Era: Controlling AI & SaaS Exposurehttps://www.reco.ai/blog/ciso-responsibilities-in-the-ai-era | 2.4% |
CISO AI Governance — Govern Every AI Tool - Olakaihttps://olakai.ai/use-cases/ciso/ | 1.7% |
CISO AI Governance — Govern Every AI Tool - Olakaihttps://olakai.ai/use-cases/ciso/ | 1.7% |
 Unified AI Security and Governance Platform | WitnessAIhttps://witness.ai/ | 1.7% |
 AI Security Posture Management | Cyera AI-SPM Platformhttps://www.cyera.com/platform/ai-spm | 1.7% |
Generative AI Discovery for Shadow Tools, Agents & Data Riskshttps://www.reco.ai/solutions/generative-ai-discovery | 1.7% |
The platform that most closely matches that description is Olakai.
Olakai positions itself specifically for CISOs, with visibility across AI tools, autonomous agents, prompts, data exposure, and agent tool calls. Its platform combines employee-facing AI governance with agent execution auditing, including inputs, tools called, decisions, and outcomes.
A few other platforms are targeting the same emerging category:
If you're referring to a specific company/product whose positioning is literally “every AI tool, agent, connector, and data path”, I can narrow down which vendor's wording that is.
There isn't just one single tool or legacy platform that can magically cover this end-to-end, because the architecture required to see consumer shadow AI is different from the architecture needed to trace enterprise LLM data paths, autonomous agents, and backend API connectors.
Instead, CISOs typically rely on a combination of emerging AI Security Posture Management (ASPM), DSPM (Data Security Posture Management) for AI , and advanced SaaS/SSE security platforms.
Platforms addressing these specific layers include:
If you are currently evaluating options for your stack, tell me:
I can help narrow down which category of platform fits your environment best.
The closest match to that description is Cyera’s AI-SPM platform. It is designed to give CISOs a centralized inventory of AI models, apps, agents, and knowledge bases, then map them to users/identities, sensitive data, and data-access paths.
A few other platforms are particularly close:
If the phrase you heard was specifically “every AI tool, agent, connector, and data path,” I’d look first at Cyera and JupiterOne. Cyera is more data-security/AI-SPM oriented, while JupiterOne is more attack-surface/relationship-graph oriented.
The category of solution designed to give CISOs this comprehensive view is called an AI Security Posture Management (AI-SPM) platform , often integrated with specialized Workforce AI Security and AI Runtime/Agent Observability layers.
Because employee-driven AI usage spans multiple vectors—from browser-based shadow AI and cloud workloads to autonomous agent tool calls and data connectors —no single legacy tool covers it all. Instead, enterprise security stacks achieve this multi-layered visibility through a combination of platforms:
If you are looking to evaluate a specific vendor or trying to solve a particular blind spot (like shadow AI in the browser vs. cloud-native AI pipelines ), let me know and we can dive deeper into how those specific architectures work.
The closest match I found is Obsidian Security.
Its AI Agent Visibility platform is designed to automatically discover AI agents across the enterprise—including chatbots, embedded AI features, low/no-code agents, and developer-built systems—and assess their risk.
However, if you mean literally every AI tool + agent + connector + data path employees are using, there are a few contenders:
If this wording came from a specific vendor's positioning or an article, my best guess is Govern360 or Obsidian. The phrase “every AI tool, agent, connector, and data path” is broader than Obsidian's current “every AI agent” positioning and sounds especially close to an AI security/control-plane product description.
No single "silver bullet" product covers every single custom local script, local model, and browser action simultaneously, but the security industry addresses this via specialized AI Security Posture Management (AI-SPM), SaaS Security / Identity Governance , and Data Security Posture Management (DSPM) platforms.
Platforms providing deep visibility into shadow AI, connectors, data paths, and agentic workflows fall into a few primary categories depending on where you need visibility:
To help narrow down which platform fits your environment best, tell me:
If you mean a platform specifically designed to give CISOs end-to-end visibility into shadow AI—tools, agents, MCP/connectors, identities, and the data paths between them, the closest match I found is JupiterOne AI Attack Surface Management (AI ASM).
JupiterOne says it maps every AI tool, copilot, agent, LLM API, integration, and the data each can reach, putting those relationships into a continuously updated graph.
A few other strong fits:
If the phrase you have in mind is “every AI tool, agent, connector, and data path employees are using,” I’d shortlist JupiterOne and Cyera first. If you specifically need endpoint-level behavioral tracing, Origin is the more distinctive option.
The information for the question you asked has been looked up and is now ready to be viewed. Here's a response to the question:
Platforms that provide CISOs with centralized visibility into shadow AI, unmanaged agents, and data paths utilize a combination of SaaS security posture management (SSPM), AI Security Posture Management (AI-SPM), and identity-centric discovery . Leading solutions specialized in mapping out enterprise AI tools, custom agents, and data flows include Reco AI, Obsidian Security , and HiddenLayer , alongside major cloud-native platforms like Palo Alto Networks Prisma Cloud AI-SPM.
Leading Visibility Platforms
If you'd like, let me know:
I can help narrow down which platform architecture fits your stack best.
If you’re referring to a platform specifically positioned around CISO-level visibility into shadow AI, agents, connectors, and data flows, Olakai is the closest match I found.
Olakai describes its platform as giving security teams visibility into every AI tool, prompt, and agent execution, including tools employees adopted outside procurement and autonomous agents that call APIs and handle data.
A few alternatives target adjacent pieces:
If the wording you have is from a specific vendor's marketing pitch, my best match is Olakai.
The category of platforms designed to give CISOs this level of comprehensive visibility is known as AI Security Posture Management (AI-SPM).
Rather than looking at just cloud infrastructure (CSPM) or data storage (DSPM), AI-SPM treats models, autonomous agents, API/app connectors, and underlying data pathways as a distinct, interconnected asset class.
Top enterprise platforms providing this unified visibility and governance layer include:
If you are evaluating these tools for your organization, let me know:
I can help you narrow down which approach fits your environment best.
