CISO Tribune

Vendor comparison · 2 companies

RAD Security vs Raven.io

RAD Security sells AI Workers that investigate, triage, and act on threats across a customer's entire stack. Raven.io sells runtime security that prevents exploits at runtime, before there is a CVE. CISO Tribune files both under Cloud workload protection. 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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  • RAD Security
  • Raven.io
RAD Security vs Raven.io: Products, Customers and Funding Compared
RAD SecurityRAD Security sells AI Workers that investigate, triage, and act on threats across a customer's entire stack.radsecurity.aiRaven.ioRaven.io sells runtime security that prevents exploits at runtime, before there is a CVE.raven.io
What it sells
  • 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.
  • 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.
Categories
Headquarters
Not stated on its pagesNot stated on its pages
Founded
Not stated on its pagesNot stated on its pages
Ownership and funding
Not stated on its pagesNot stated on its pages
Named customers
Not stated on its pagesNot stated on its pages
Recent news
Not stated on its pages
  • March 18, 2026RAVEN.IO, a runtime application security company, announced it has raised $20 million in funding.[10]
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
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.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.
Last verified
October 21, 2026October 23, 2026

Where they overlap

  • RAD Security and Raven.io are both filed under Cloud workload protection.

Where they differ, field by field

  • RAD Security's primary category is Cloud-native application protection (CNAPP); Raven.io's is Cloud workload protection.
  • RAD Security is also filed under Cloud security posture management and Vulnerability management. Raven.io is also filed under Software composition analysis, AI model and agent security and Application security posture management.
  • RAD Security lists RAD Bot, RADQL, AgentKeeper, Evidence Room, AI Insights and 2 more. Raven.io lists Runtime Prevention, Runtime ADR, Runtime SCA, Runtime Gatekeeper and Runtime AI-Agents.

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 RAD Security and Raven.io

What do RAD Security and Raven.io sell?
RAD Security sells RAD Bot, RADQL, AgentKeeper, Evidence Room, AI Insights and 2 more. Raven.io sells Runtime Prevention, Runtime ADR, Runtime SCA, Runtime Gatekeeper and Runtime AI-Agents.
Are RAD Security and Raven.io in the same category?
They share Cloud workload protection. RAD Security's primary category is Cloud-native application protection (CNAPP) and Raven.io's is Cloud workload protection.
Who are RAD Security and Raven.io sold to?
RAD Security says RADQL lets security teams explore, analyze, and visualize cloud security data. From its own pages, Raven.io sells mainly to organizations that want to protect their cloud native applications by focusing on runtime.
What have RAD Security and Raven.io announced recently?
March 18, 2026: RAVEN.IO, a runtime application security company, announced it has raised $20 million in funding.

About RAD Security

RAD Security sells AI Workers that investigate, triage, and act on threats across a customer's entire stack. RAD Security describes its AI Workers as purpose-built agents that triage, route, and act, with every action traceable and every decision explainable. RAD Security connects security tools through an MCP server and 50+ integrations that form a single data fabric. Integrations in the RAD Security platform ingest alerts, logs, and findings that are timestamped and source-tagged. RAD Security analyzes, correlates, and enriches every signal against live runtime context.[1][2][4][5][6]

RAD Security's cloud security posture view covers AWS, GCP, Azure, and Linode and displays misconfigured resources, IAM issues, and compliance status. RAD Security's Kubernetes security posture view covers cluster misconfigurations, RBAC issues, and CIS Benchmark scoring. RAD Security's runtime security monitoring shows runtime threats and behavioral anomalies detected by eBPF sensors across all clusters. RAD Security's software supply chain view covers SBOM coverage, dependency vulnerabilities, and package provenance.[2][5]

RAD Security deploys lightweight eBPF-based agents that collect runtime signals. RAD Security's sensors continuously discover and track every asset in a Kubernetes environment, including containers, images, workloads, network connections, process executions, and their relationships to each other. RAD Security streams Kubernetes API events and tracks resource creation, modification, and deletion as they happen. RAD Security's image scanning is continuous, detects CVEs, and generates software bills of materials. RAD Security includes an admission controller that catches policy violations before they reach clusters.[4][6][7]

RAD Bot is an AI agent with direct access to a customer's live environment data through three connected layers. 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 can query data from EDR, SIEM, vulnerability scanners, and ticketing systems through a single conversation. RAD Bot covers AWS CloudTrail activity, cloud posture findings, and identity and access signals from Okta, Entra ID, and Google Workspace. RAD Bot automatically searches the Knowledge Base for relevant context and cites sources in every answer. RAD Security's Knowledge Base accepts PDFs, Markdown, CSVs, or plain text. RAD Bot workflows run multi-step investigations automatically and deliver results to an inbox, Slack, email, or ticketing system.[7][8]

RADQL is a SQL-like query language built for security data. RADQL is included with every RAD Security deployment. RADQL queries span containers, vulnerabilities, runtime events, cloud resources, and identity signals with a single, consistent schema. RADQL results can be exported to CSV or JSON. RAD Security offers 9 pre-built dashboard templates covering findings, containers, runtime, and compliance. RAD Security dashboards can track misconfigurations mapped to NIST 800-53 controls with compliance scores.[9][11]

The Evidence Room in RAD Security aggregates vulnerabilities, misconfigurations, runtime threats, and attack paths into a single prioritized view. In the Evidence Room, findings are automatically mapped to compliance frameworks such as CIS, SOC 2, PCI-DSS, and NIST for audit readiness. Evidence Room findings flow into existing tools so that users can create tickets, alert teams, and export to a SIEM. RAD Security provides audit-ready compliance documentation for CIS, PCI-DSS, SOC2, HIPAA, and NSA Hardening frameworks.[2][5][12]

AI Insights in RAD Security continuously analyzes a cloud-native environment and surfaces what matters most. AI Insights rankings are based on exploitability, blast radius, business context, and attack path relevance. AgentKeeper is RAD Security's open-source tool that maps a cloud identity attack surface. RAD Security states that its infrastructure is SOC 2 Type 2 certified.[2][3][5][6][7][8][9][10][11][12][13][14]

RAD Security on the record

Sources

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

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

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