CISO Tribune

Vendor comparison · 2 companies

Miggo vs RAD Security

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. RAD Security sells AI Workers that investigate, triage, and act on threats across a customer's entire stack. CISO Tribune files both under Vulnerability management. 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
  • RAD Security
Miggo vs RAD Security: 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.ioRAD SecurityRAD Security sells AI Workers that investigate, triage, and act on threats across a customer's entire stack.radsecurity.ai
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.
  • RAD Bot[6][7][8][9]An AI agent with direct access to a customer's live environment data.
  • RADQL[9][10][11]A SQL-like query language built for security data.
  • AgentKeeper[2][14]An open-source tool that maps a cloud identity attack surface.
  • Evidence Room[12]Aggregates vulnerabilities, misconfigurations, runtime threats, and attack paths into one prioritized view.
  • AI Insights[13]Continuously analyzes a cloud-native environment and surfaces what matters most.
  • Explore[6][10]Asset discovery and investigation across a Kubernetes environment, powered by RAD Bot.
  • Dashboards[11]Pre-built and customizable dashboards powered by RADQL.
Categories
Headquarters
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Founded
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Ownership and funding
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Named customers
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Recent news
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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.RAD Security says RADQL lets security teams explore, analyze, and visualize cloud security data. The Evidence Room is described for people who are triaging alerts, remediating issues, or preparing for an audit. RAD Security provides audit-ready compliance documentation for CIS, HIPAA, and NSA Hardening frameworks, among others, and a weekly summary for leadership.
Last verified
October 23, 2026October 21, 2026

Where they overlap

  • Miggo and RAD Security are both filed under Vulnerability management.

Where they differ, field by field

  • Miggo's primary category is Cloud detection and response; RAD Security's is Cloud-native application protection (CNAPP).
  • Miggo is also filed under WAF and WAAP and AI model and agent security. RAD Security is also filed under Cloud workload protection and Cloud security posture management.
  • Miggo lists Miggo Shield and Miggo WAF Copilot. RAD Security lists RAD Bot, RADQL, AgentKeeper, Evidence Room, AI Insights and 2 more.

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: RAD Security

What RAD Bot does[6][7][8][9]
RAD Bot queries a customer's live environment, correlates the results, and delivers findings with full source attribution. RAD Bot connects to Jira, Slack, ServiceNow, and email so users can escalate, assign, and remediate without leaving the conversation. RAD Bot workflows run multi-step investigations automatically and deliver results to an inbox, Slack, email, or ticketing system.
What RADQL does[9][10][11]
RADQL is a SQL-like query language built for security data. RADQL searches containers, correlates vulnerabilities, analyzes runtime behavior, and investigates incidents. RAD Bot can generate RADQL queries from natural language descriptions. RADQL results can be exported to CSV or JSON.
What AgentKeeper does[2][14]
AgentKeeper is RAD Security's open-source tool that maps a cloud identity attack surface. AgentKeeper visualizes IAM permissions, detects over-privileged roles, and uncovers hidden access paths.
What Evidence Room does[12]
The Evidence Room aggregates vulnerabilities, misconfigurations, runtime threats, and attack paths into a single prioritized view. Findings in the Evidence Room are automatically mapped to compliance frameworks such as CIS, SOC 2, PCI-DSS, and NIST. Findings flow into existing tools so that users can create tickets, alert teams, and export to a SIEM.
What AI Insights does[13]
AI Insights continuously analyzes a cloud-native environment and surfaces what matters most. Every insight is categorized so that issues route to the right team with the right context. Rankings are based on exploitability, blast radius, business context, and attack path relevance.
What Explore does[6][10]
Explore is powered by RAD Bot and the same query engine behind every feature on the platform. RAD Security's sensors continuously discover and track every asset in a Kubernetes environment, including containers, images, workloads, network connections, and process executions.
What Dashboards does[11]
RAD Security dashboards visualize security posture, infrastructure, and compliance data with pre-built templates, flexible widgets, and real-time updates powered by RADQL. Dashboards pull from Kubernetes, cloud, runtime, and external integrations.

Questions about Miggo and RAD Security

What do Miggo and RAD Security sell?
Miggo sells Miggo Shield and Miggo WAF Copilot. RAD Security sells RAD Bot, RADQL, AgentKeeper, Evidence Room, AI Insights and 2 more.
Are Miggo and RAD Security in the same category?
They share Vulnerability management. Miggo's primary category is Cloud detection and response and RAD Security's is Cloud-native application protection (CNAPP).
Who are Miggo and RAD Security 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. RAD Security says RADQL lets security teams explore, analyze, and visualize cloud security data.

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

RAD Security full record

  1. [1]Female foundersRAD Security · radsecurity.ai · published April 29, 2024 · Tier A
  2. [2]radsecurity.aiRAD Security · radsecurity.ai · undated page, accessed October 21, 2026 · Tier A
  3. [3]PressRAD Security · radsecurity.ai · undated page, accessed October 21, 2026 · Tier A
  4. [4]AI-Native Cloud Security Platform | RAD Security | RAD SecurityRAD Security · undated page, accessed November 10, 2026 · Tier A
  5. [5]Stop Managing Alerts. Start Running Security. | RAD SecurityRAD Security · undated page, accessed November 10, 2026 · Tier A
  6. [6]Explore — Asset Discovery & Investigation | RAD SecurityRAD Security · undated page, accessed November 10, 2026 · Tier A
  7. [7]Ask RAD — AI Security Assistant | RAD SecurityRAD Security · undated page, accessed November 10, 2026 · Tier A
  8. [8]Knowledge Base — Searchable Security Knowledge | RAD SecurityRAD Security · undated page, accessed November 10, 2026 · Tier A
  9. [9]RADQL — Security Query Language | RAD SecurityRAD Security · undated page, accessed November 10, 2026 · Tier A
  10. [10]RADQL Engine — Advanced Security Analytics | RAD SecurityRAD Security · undated page, accessed November 10, 2026 · Tier A
  11. [11]Security Dashboards — Real-Time Visibility | RAD SecurityRAD Security · undated page, accessed November 10, 2026 · Tier A
  12. [12]Evidence Room — Unified Security Findings | RAD SecurityRAD Security · undated page, accessed November 10, 2026 · Tier A
  13. [13]AI Insights — Prioritized Security Intelligence | RAD SecurityRAD Security · undated page, accessed November 10, 2026 · Tier A
  14. [14]Exports | RAD Security | RAD SecurityRAD Security · undated page, accessed November 10, 2026 · Tier A

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