CISO Tribune

Vendor comparison · 2 companies

Miggo vs Zenity

Miggo is an Application Detection and Response (ADR) platform that shows which vulnerabilities are exploitable in running banking applications and shields them at runtime while the patch waits. 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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  • Miggo
  • Zenity
Miggo vs Zenity: Products, Customers and Funding Compared
MiggoMiggo is an Application Detection and Response (ADR) platform that shows which vulnerabilities are exploitable in running banking applications and shields them at runtime while the patch waits.miggo.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
  • Miggo Shield[2][5]Generates vulnerability-specific WAF rules tailored to applications.
  • Miggo WAF Copilot[7]Automates root cause analysis, payload testing, and rule creation for WAF rules.
  • 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
Not stated on its pages
  • 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
Miggo names legacy core banking platforms, third-party vendor software, and partner and payment integrations as systems that carry known CVEs that cannot be patched on a standard schedule. Miggo WAF Copilot is aimed at security teams that already run WAF tools. Miggo directs its runtime evidence at both security and development teams. Miggo describes agentless deployment with a single lightweight sensor.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

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

Where they differ, field by field

  • Miggo's primary category is Cloud detection and response; Zenity's is AI model and agent security.
  • Miggo is also filed under WAF and WAAP and Vulnerability management. Zenity is also filed under AI governance.
  • Miggo lists Miggo Shield and Miggo WAF Copilot. 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: Miggo

What Miggo Shield does[2][5]
Miggo Shield generates vulnerability-specific WAF rules tailored to applications. Miggo generates a WAF rule scoped to the specific exploitable path, deploys it to AWS WAF or Cloudflare, and expires it automatically.
What Miggo WAF Copilot does[7]
Miggo WAF Copilot activates as soon as a new vulnerability is detected, or on demand, and analyzes public resources including code, exploits, and threat intel feeds. It generates payload variations, tests their exploitation, and builds a customized protection strategy that it validates with a simulation of potential attacks. It can be implemented across WAF platforms including Cloudflare, AWS, Azure, GCP, Akamai, F5, Fortinet, and Imperva.

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 Miggo and Zenity

What do Miggo and Zenity sell?
Miggo sells Miggo Shield and Miggo WAF Copilot. Zenity sells AI Observability, AI Security Posture Management (AISPM), Boundaries, AI Detection and Response (AIDR) and Zenity Security Assessment Hub.
Are Miggo and Zenity in the same category?
They share AI model and agent security. Miggo's primary category is Cloud detection and response and Zenity's is AI model and agent security.
When were Miggo and Zenity founded?
Zenity was founded in 2021.
Who owns Miggo and Zenity?
Zenity is privately held.
Who are Miggo and Zenity sold to?
Miggo names legacy core banking platforms, third-party vendor software, and partner and payment integrations as systems that carry known CVEs that cannot be patched on a standard schedule. Zenity describes a global financial services firm and a global asset manager as organizations that write policy rules for agents.
What have Miggo and Zenity announced recently?
September 23, 2026: Zenity was named a Market Shaper in Gartner's inaugural Emerging Market Quadrant for AI Application Security.

About Miggo

Miggo is an Application Detection and Response (ADR) platform that shows which vulnerabilities are exploitable in running banking applications and shields them at runtime while the patch waits. Miggo's ADR platform tracks application behavior, detects high-risk paths and policy deviations, and enforces runtime protection that blocks threats before exploitation, powered by DeepTracing™. Miggo describes ADR platforms as recording, baselining, and monitoring both 1st and 3rd-party application behaviors, using security observability to detect anomalies and threat exposure at runtime.[1][2][3][4]

Miggo says attackers exploit massive runtime blindspots to slip past other tools. Miggo states that it is determined to protect every application, everywhere, in an era where AI-driven attackers exploit vulnerabilities faster than security teams can patch them. Miggo states that PCI DSS and DORA both demand controls that hold at runtime, not just at audit.[1][3][5]

Miggo provides runtime insights with rich context around applications, including internet reachability, drift detection, and sensitive data flows. Miggo maps every live service, connection, and data flow across a financial services environment, including partner and payment integrations and AI agents, without code changes. Miggo security observability lets teams drill down into a live Application Graph to understand data connections, flaws, changes, and behavioral anomalies at runtime. Miggo security observability includes continuous discovery and mapping of new 1st and 3rd party services, data sources, cloud resources, API endpoints, and domains. Miggo lets teams visualize, map, and investigate how applications and data flows are connected.[2][3][4][5][6]

Miggo prioritizes threats with runtime context like internet exposure and exploitability. Miggo uses runtime validation and attack-path exploitability to show which services and dependencies are truly at risk from AI attackers. Miggo applies vulnerability prioritization driven by runtime reachability, not by CVSS score. Miggo reverse-engineers the attack primitive, proves what is exploitable at runtime, and deploys precision mitigation. Miggo provides continuous application behaviors monitoring and automated alerts of anomalous activity.[2][3][5]

Miggo Shield generates vulnerability-specific WAF rules tailored to applications. Miggo generates a WAF rule scoped to the specific exploitable path, deploys it to AWS WAF or Cloudflare, and expires it automatically. Miggo WAF Copilot activates as soon as a new vulnerability is detected, or on demand, and analyzes multiple public resources, including code, exploits, and threat intel feeds. Miggo WAF Copilot generates multiple payload variations and tests their exploitation to generate a root cause analysis. Miggo WAF Copilot builds a customized protection strategy and validates its efficacy using a simulation of the potential attacks. Miggo WAF Copilot automates root cause analysis, payload testing, and rule creation. Miggo WAF Copilot can be implemented across WAF platforms including Cloudflare, AWS, Azure, GCP, Akamai, F5, Fortinet, and Imperva.[2][3][5]

Miggo offers agentless deployment with no code required. Miggo describes a non-disruptive single lightweight sensor that allows teams to introduce runtime function level reachability analysis to threat investigation and response flows. Miggo monitoring goes beyond the application perimeter and performs deep internal inspection. Miggo describes introducing compensating control to block exploits while the vulnerabilities are fixed. Miggo says it detects and blocks PHP2Shell exploits at runtime.[1][3][4][5]

Miggo on the record

Sources

Miggo full record

  1. [1]Company Page | MiggoMiggo · undated page, accessed October 23, 2026 · Tier A
  2. [2]miggo.ioMiggo · miggo.io · undated page, accessed October 23, 2026 · Tier A
  3. [3]Financial ServicesMiggo · undated page, accessed November 10, 2026 · Tier A
  4. [4]Why Miggo's ADR Application Detection and ResponseMiggo · undated page, accessed November 10, 2026 · Tier A
  5. [5]Miggo | Autonomous Mitigation for Exploitable VulnerabilitiesMiggo · undated page, accessed November 10, 2026 · Tier A
  6. [6]Security Observability | MiggoMiggo · undated page, accessed November 10, 2026 · Tier A
  7. [7]Miggo WAF Copilot | Instant Defense Against Next-Gen AI AttacksMiggo · undated page, accessed November 10, 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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