CISO Tribune

Vendor comparison · 2 companies

Raven.io vs Zenity

Raven.io sells runtime security that prevents exploits at runtime, before there is a CVE. Zenity sells an AI agent security platform built to govern how agents behave, not just what they say or generate. CISO Tribune files both under AI model and agent security. This page sets the two records side by side: what each sells, where it is based, who owns and funds it, the customers it names and its recent news, each fact numbered to its source.

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  • Raven.io
  • Zenity
Raven.io vs Zenity: Products, Customers and Funding Compared
Raven.ioRaven.io sells runtime security that prevents exploits at runtime, before there is a CVE.raven.ioZenityZenity sells an AI agent security platform built to govern how agents behave, not just what they say or generate.zenity.io
What it sells
  • Runtime Prevention[1]Blocks malicious code execution at runtime whether or not a CVE exists for the underlying flaw.
  • Runtime ADR[1]Detects and responds to application-level attacks and provides detailed application forensics.
  • Runtime SCA[1]Analyzes which open-source vulnerabilities are actually reachable at runtime and provides remediation plans for the rest.
  • Runtime Gatekeeper[1]Evaluates applications before deployment to identify and block risky ones from reaching production.
  • Runtime AI-Agents[1]Gives visibility into AI agents running in an environment and identifies unauthorized or shadow agents.
  • AI Observability[5]Builds a live inventory of every agent across an organization's environment and tracks the data those agents access.
  • AI Security Posture Management (AISPM)[7]Evaluates configuration, permissions, and integrations before an agent goes live.
  • Boundaries[4][6][8]Evaluates every agent action in real time against an organization's rules and decides to let it through, block it, or shut the agent down.
  • AI Detection and Response (AIDR)[9]AIDR reads the full sequence of an agent's activity, detecting threats mapped to the OWASP LLM and MITRE ATLAS frameworks.
  • Zenity Security Assessment Hub[13]A set of 10 free, open-source tools built by Zenity Labs to help security teams identify and understand immediate risks.
Categories
Headquarters
Not stated on its pagesNot stated on its pages
Founded
Not stated on its pages2021[2]
Ownership and funding
Not stated on its pagesPrivately held[3][6][17]
Named customers
Not stated on its pagesNot stated on its pages
Recent news
  • March 18, 2026RAVEN.IO, a runtime application security company, announced it has raised $20 million in funding.[10]
  • September 23, 2026Zenity was named a Market Shaper in Gartner's inaugural Emerging Market Quadrant for AI Application Security.[15]
  • August 3, 2026Zenity announced a $125 million Series C round led by Norwest.[14]
  • June 17, 2026Zenity and Carahsoft announced a partnership under which Carahsoft serves as Zenity's Public Sector distributor.[17]
  • March 17, 2026Zenity announced general availability of runtime security controls for AI agents built on Microsoft Foundry.[16]
G2 and Gartner Peer Insights
  • G2: Not stated on its pages
  • Gartner Peer Insights: Not stated on its pages
  • G2: Not stated on its pages
  • Gartner Peer Insights: Not stated on its pages
Who it fits
From its own pages, Raven.io sells mainly to organizations that want to protect their cloud native applications by focusing on runtime. Raven.io names enterprise SaaS as a setting where it is used. Raven connects running libraries, active protection and recorded outcomes for security and compliance teams.Zenity describes a global financial services firm and a global asset manager as organizations that write policy rules for agents. Zenity covers agents embedded in SaaS tools, home-grown agentic platforms in the cloud, and end-user devices. Zenity gives security and platform teams a single place to surface, enforce, and protect MCP usage.
Last verified
October 23, 2026November 9, 2026

Where they overlap

  • Raven.io and Zenity are both filed under AI model and agent security.

Where they differ, field by field

  • Raven.io's primary category is Cloud workload protection; Zenity's is AI model and agent security.
  • Raven.io is also filed under Software composition analysis and Application security posture management. Zenity is also filed under AI governance.
  • Raven.io lists Runtime Prevention, Runtime ADR, Runtime SCA, Runtime Gatekeeper and Runtime AI-Agents. Zenity lists AI Observability, AI Security Posture Management (AISPM), Boundaries, AI Detection and Response (AIDR) and Zenity Security Assessment Hub.
  • Zenity was founded in 2021.
  • Zenity is privately held.

What it sells: Zenity

What AI Observability does[5]
AI Observability is Zenity's discovery and visibility layer for AI agents. Data Lens surfaces sensitive files and pages that are both frequently accessed and broadly exposed across agents.
What AI Security Posture Management (AISPM) does[7]
AISPM evaluates configuration and permissions for agents embedded in platforms like Microsoft Copilot Studio, ChatGPT Enterprise, and Salesforce Agentforce. AISPM applies stricter enforcement in production and more flexible policy in development or sandbox environments.
What Boundaries does[4][6][8]
Boundaries is Zenity's runtime enforcement engine. A rule written once in Boundaries is enforced on Copilot, ChatGPT Enterprise, Agentforce, Bedrock, coding agents, and homegrown builds. Boundaries includes a built-in AI assistant that turns a plain-language request into a working rule.
What AI Detection and Response (AIDR) does[9]
AI Detection and Response (AIDR) is Zenity's runtime security layer for AI agents. AIDR detects direct and indirect prompt injection and blocks execution before the agent acts on them. AIDR breaks every agent interaction into individual steps and groups them by thread in a single activity table.
What Zenity Security Assessment Hub does[13]
The Zenity Security Assessment Hub is built by Zenity Labs. The tools take a Red-Team approach to visualize threats across Microsoft 365, with a focus on 365 Copilot, Copilot Studio, and Power Platform.

Questions about Raven.io and Zenity

What do Raven.io and Zenity sell?
Raven.io sells Runtime Prevention, Runtime ADR, Runtime SCA, Runtime Gatekeeper and Runtime AI-Agents. Zenity sells AI Observability, AI Security Posture Management (AISPM), Boundaries, AI Detection and Response (AIDR) and Zenity Security Assessment Hub.
Are Raven.io and Zenity in the same category?
They share AI model and agent security. Raven.io's primary category is Cloud workload protection and Zenity's is AI model and agent security.
When were Raven.io and Zenity founded?
Zenity was founded in 2021.
Who owns Raven.io and Zenity?
Zenity is privately held.
Who are Raven.io and Zenity sold to?
From its own pages, Raven.io sells mainly to organizations that want to protect their cloud native applications by focusing on runtime. Zenity describes a global financial services firm and a global asset manager as organizations that write policy rules for agents.
What have Raven.io and Zenity announced recently?
March 18, 2026: RAVEN.IO, a runtime application security company, announced it has raised $20 million in funding. September 23, 2026: Zenity was named a Market Shaper in Gartner's inaugural Emerging Market Quadrant for AI Application Security.

About Raven.io

Raven.io sells runtime security that prevents exploits at runtime, before there is a CVE.[2]

Raven.io says that attackers are using AI to find exploits, with no CVE and no warning. Raven.io says that most of the code your applications run is open source.[2]

Raven ADR runs inside the application and detects real application attacks as they execute, with library and function-level forensics. Raven detects abnormal execution behavior at runtime, which lets it identify attacks even when no CVE exists. When a known CVE is exploited, Raven detects the exploit at the exact moment it occurs. When a known CVE is exploited, Raven prevents the exploit at the exact moment it occurs. When no CVE is present, Raven detects the abnormal execution at runtime and prevents the exploit at the exact moment it occurs.[1][3]

Raven applies function-level runtime reachability to deprioritize vulnerabilities. Raven brings runtime application intelligence into the release process to identify and stop dangerous builds before they reach production. Raven discovers, monitors, and controls every AI agent operating in an environment. Raven pricing is based on the number of protected servers or nodes and the level of runtime protection.[3]

Raven prevents SQL injection at execution time, before malicious queries reach the database. Raven supports threat hunting that uses real application execution, not just infrastructure signals. Raven connects running libraries, active protection and recorded outcomes for security and compliance teams. Raven enforces policy against covered exploit behavior, and the result is then validated on the relevant workload. Raven adds observed libraries and execution context to application inventory and vulnerability reviews.[4][5][6]

Raven.io names enterprise SaaS with SOC 2 / ISO 27001 obligations as a setting where it is used. Raven.io is part of SageSure's code security program. Raven.io addresses how AI-assisted exploits reshape financial services security and why NYDFS Section 2.5 puts third-party code behavior and customer data in focus.[3][7][8]

Raven states its mission as helping companies protect their cloud native applications by focusing on runtime. Raven started out as a Performance Optimization company. Raven has three co-founders, Roi, Guy and Omer, who are cyber security experts with over 30 years of experience in the field. The Raven team includes serial entrepreneurs and cyber security veterans from Symantec (Broadcom) and IDF intelligence units. Raven is backed by Silicon Valley investors. Raven gives its address as 550 California Ave, Palo Alto, CA.[1][3][9]

Raven.io on the record

Sources

Raven.io full record

  1. [1]raven.ioRaven.io · raven.io · undated page, accessed October 23, 2026 · Tier A
  2. [2]Raven.io: Runtime Security Platform & Application ProtectionRaven.io · undated page, accessed November 10, 2026 · Tier A
  3. [3]Raven Runtime Security Pricing | Get a Custom QuoteRaven.io · undated page, accessed November 10, 2026 · Tier A
  4. [4]Database Protection | Raven.ioRaven.io · undated page, accessed November 10, 2026 · Tier A
  5. [5]Application-Aware Cloud Threat Hunting | Raven.ioRaven.io · undated page, accessed November 10, 2026 · Tier A
  6. [6]Support Compliance with Runtime Protection | Raven.ioRaven.io · undated page, accessed November 10, 2026 · Tier A
  7. [7]High-Compliance Environments | Raven.ioRaven.io · undated page, accessed November 10, 2026 · Tier A
  8. [8]Internet Facing Applications | Raven.ioRaven.io · undated page, accessed November 10, 2026 · Tier A
  9. [9]Innovating Cloud Security for Modern Applications | Raven.ioRaven.io · undated page, accessed November 10, 2026 · Tier A
  10. [10]RAVEN.IO Raises $20 Million to Prevent Cyberattacks as AI-Generated Exploits Make CVE-Based Security ObsoletePRNewswire · published March 18, 2026 · Tier A

Zenity full record

  1. [1]AI Agent Security and Governance | Zenity AI Security PlatformZenity · undated page, accessed September 27, 2026 · Tier A
  2. [2]Zenity announces strategic investment led by m12Zenity · zenity.io · undated page, accessed September 27, 2026 · Tier A
  3. [3]Zenity raises 38m series b funding round to secure agentic aiZenity · zenity.io · published October 29, 2024 · Tier A
  4. [4]AI Agent Security & Governance Platform for the Enterprise | ZenityZenity · undated page, accessed October 30, 2026 · Tier A
  5. [5]AI Observability | Zenity AI Security PlatformZenity · undated page, accessed November 10, 2026 · Tier A
  6. [6]AI Agent Security | Model Context Protocol (MCP) | ZenityZenity · undated page, accessed November 10, 2026 · Tier A
  7. [7]AI Security Posture Management | Zenity AI Security PlatformZenity · undated page, accessed November 10, 2026 · Tier A
  8. [8]Runtime Boundaries | Zenity AI Security PlatformZenity · undated page, accessed November 10, 2026 · Tier A
  9. [9]AI Detection and Response (AIDRZenity · undated page, accessed November 10, 2026 · Tier A
  10. [10]Agentic Identity & Access Management: Zenity AI Security PlatformZenity · undated page, accessed November 10, 2026 · Tier A
  11. [11]Securing Financial Services AI | Zenity, Microsoft & SlalomZenity · undated page, accessed November 10, 2026 · Tier A
  12. [12]Company | Zenity | Secure AI Agents EverywhereZenity · undated page, accessed November 10, 2026 · Tier A
  13. [13]Zenity Security Assessment Hub | Zenity | Secure AI Agents EverywhereZenity · undated page, accessed November 10, 2026 · Tier A
  14. [14]Zenity Raises $125 Million to Secure the Era of 1 Billion AI AgentsZenity · published August 3, 2026 · Tier A
  15. [15]Zenity Named a Market Shaper in Gartner’s Inaugural Emerging Market Quadrant for AI Application SecurityZenity · published September 23, 2026 · Tier A
  16. [16]Zenity Announces Availability of Inline Agent Runtime Security for Agents Built on Microsoft FoundryZenity · published March 17, 2026 · Tier A
  17. [17]Zenity and Carahsoft Bring AI Agent Security and Governance to Federal, State and Local AgenciesZenity · published June 17, 2026 · Tier A

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