CISO Tribune

Vendor comparison · 2 companies

RAD Security vs Zafran Security

RAD Security sells AI Workers that investigate, triage, and act on threats across a customer's entire stack. Zafran Security sells a platform that brings vulnerability findings together across existing tools into a unified view of exposure across the hybrid enterprise. 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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  • RAD Security
  • Zafran Security
RAD Security vs Zafran Security: 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.aiZafran SecurityZafran Security sells a platform that brings vulnerability findings together across existing tools into a unified view of exposure across the hybrid enterprise.zafran.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.
  • Zafran Platform[2]Brings vulnerability findings together across existing tools into a unified view of exposure.
  • RemOps[1][2]Uses generative AI to consolidate overlapping remediation tasks and route work to owners.
  • Zero Day Agent[6]Matches new threats to a live software inventory.
  • Exposure Graph[2][7]Weighs what is running, reachable, exploited in the wild and critical to the business.
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
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.Not written yet
Last verified
October 21, 2026November 5, 2026

Where they overlap

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

Where they differ, field by field

  • RAD Security's primary category is Cloud-native application protection (CNAPP); Zafran Security's is Exposure prioritisation and CTEM.
  • RAD Security is also filed under Cloud workload protection and Cloud security posture management. Zafran Security is also filed under External attack surface management.
  • RAD Security lists RAD Bot, RADQL, AgentKeeper, Evidence Room, AI Insights and 2 more. Zafran Security lists Zafran Platform, RemOps, Zero Day Agent and Exposure Graph.

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.

What it sells: Zafran Security

What Zafran Platform does[2]
The Zafran platform takes cloud and AppSec findings from Wiz, Palo Alto Networks, Upwind, AWS and Snyk, and on-prem findings from Tenable, Qualys and Rapid7. Zafran applies a customer's own risk context to reveal which vulnerabilities are exploitable in its environment. Zafran uses existing security controls to show how to reduce exploitability across the environment. Zafran auto-assigns fixes to the right owner in Jira, Slack and ServiceNow.
What RemOps does[1][2]
RemOps uses generative AI to consolidate overlapping remediation tasks and create a clear get-well plan. RemOps routes work to the right owners through existing ticketing platforms.
What Zero Day Agent does[6]
Zafran's Zero Day Agent matches a flaw to a customer's live software inventory, showing which assets run the vulnerable version, which are reachable from the internet, and which are blocked by a live control. Zafran autonomously identifies which assets new threats affect every day, using threat intelligence matched against SBOM data.
What Exposure Graph does[2][7]
Zafran's Exposure Graph weighs what's running and reachable, exploited in the wild, unprotected by controls, and critical to the business. Zafran's exposure graph unifies findings from continuous detection, cloud, AppSec and on-prem scanners, adds risk context, and maps each exposure.

Questions about RAD Security and Zafran Security

What do RAD Security and Zafran Security sell?
RAD Security sells RAD Bot, RADQL, AgentKeeper, Evidence Room, AI Insights and 2 more. Zafran Security sells Zafran Platform, RemOps, Zero Day Agent and Exposure Graph.
Are RAD Security and Zafran Security in the same category?
They share Vulnerability management. RAD Security's primary category is Cloud-native application protection (CNAPP) and Zafran Security's is Exposure prioritisation and CTEM.
Who are RAD Security and Zafran Security sold to?
RAD Security says RADQL lets security teams explore, analyze, and visualize cloud security data.

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

Zafran Security full record

  1. [1]zafran.ioZafran Security · zafran.io · undated page, accessed November 5, 2026 · Tier A
  2. [2]AI-Native Exposure Management Platform | ZafranZafran · undated page, accessed November 10, 2026 · Tier A
  3. [3]Customer Reviews | ZafranZafran · undated page, accessed November 10, 2026 · Tier A
  4. [4]About Us | ZafranZafran · undated page, accessed November 10, 2026 · Tier A
  5. [5]Unify Vulnerability Findings | ZafranZafran · undated page, accessed November 10, 2026 · Tier A
  6. [6]Prevent Exploitation at the Speed of AI Attacks | ZafranZafran · undated page, accessed November 10, 2026 · Tier A
  7. [7]Prioritize What's Exploitable | ZafranZafran · undated page, accessed November 10, 2026 · Tier A
  8. [8]Mitigate Risk | ZafranZafran · undated page, accessed November 10, 2026 · Tier A
  9. [9]Exposure Management for Healthcare | ZafranZafran · undated page, accessed November 10, 2026 · Tier A
  10. [10]Detect Exposure | ZafranZafran · undated page, accessed November 10, 2026 · Tier A
  11. [11]Automate Reporting | ZafranZafran · undated page, accessed November 10, 2026 · Tier A
  12. [12]Exposure Management for Financial Services | ZafranZafran · undated page, accessed November 10, 2026 · Tier A

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