CISO Tribune

Vendor comparison · 2 companies

Brinqa vs Zafran Security

Brinqa sells an exposure management platform that unifies every data source. 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 Exposure prioritisation and CTEM and 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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  • Brinqa
  • Zafran Security
Brinqa vs Zafran Security: Products, Customers and Funding Compared
BrinqaBrinqa sells an exposure management platform that unifies every data source.brinqa.comZafran 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
  • Brinqa Platform[2][3][4]Brinqa sells an exposure management platform that unifies every data source.
  • Cyber Risk Graph[2][3][5]The Cyber Risk Graph maintains relationships across assets, vulnerabilities, identities, environments, and business context.
  • AI Attribution Agent[6]The AI Attribution Agent uses data patterns to find and fill missing data attributes across the exposure environment.
  • AI Deduplication Agent[6]The AI Deduplication Agent consolidates duplicate findings into one record.
  • BrinqaIQ[2][6]BrinqaIQ enables natural-language queries to find the latest CVE data and remediation guidance and to search Brinqa help documentation.
  • SmartFlows[3]SmartFlows allow users to build drag-and-drop automations that trigger actions such as ticket creation, issue routing, or team notifications when defined conditions are met.
  • PlexTrac[1][4][13]Brinqa has acquired PlexTrac, a validation and reporting platform for offensive security and penetration testing teams.
  • 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
Not stated on its pagesNot stated on its pages
Named customers
Not stated on its pagesNot stated on its pages
Recent news
  • August 19, 2026Brinqa announced it has acquired PlexTrac, a platform for offensive security validation, workflow and reporting.[13]
Not stated on its pages
G2 and Gartner Peer Insights
  • G2: listed, seen November 10, 2026[14]
  • 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
Not written yetNot written yet
Last verified
November 2, 2026November 5, 2026

Where they overlap

  • Exposure prioritisation and CTEM is the primary category of both Brinqa and Zafran Security; both are also filed under Vulnerability management.

Where they differ, field by field

  • Brinqa is also filed under Cyber asset inventory (CAASM) and Penetration testing and red team services. Zafran Security is also filed under External attack surface management.
  • Brinqa lists Brinqa Platform, Cyber Risk Graph, AI Attribution Agent, AI Deduplication Agent, BrinqaIQ and 2 more. Zafran Security lists Zafran Platform, RemOps, Zero Day Agent and Exposure Graph.

How they differ

CISO Tribune files both Brinqa and Zafran Security under Exposure prioritisation and CTEM as the primary category, and both also appear under Vulnerability management. Beyond that, CISO Tribune files Brinqa under Cyber asset inventory (CAASM) and Penetration testing and red team services, while it files Zafran Security under External attack surface management. Brinqa sells an exposure management platform that ingests data from over 260 systems and organizes it in a Cyber Risk Graph. Its AI agents fill missing attributes and merge duplicate findings, and its SmartFlows build drag-and-drop automations for actions such as ticket creation. Zafran Security sells a platform that brings vulnerability findings from existing tools into a unified view of exposure. Its products include RemOps, which consolidates overlapping remediation tasks, a Zero Day Agent that matches new threats to a live software inventory, and an Exposure Graph.

Both products deduplicate findings from several scanners and route work into ticketing tools. Zafran Security names Wiz, Tenable, Qualys and Rapid7 among its sources, and says it connects without deploying a new agent. Brinqa says it offers a library of connectors for scanners, Service Desk and penetration testing platforms. Brinqa also lets customers bring their own AI agents or use its own. Zafran Security describes assessing firewall, WAF, cloud security group, and EDR configurations to show which vulnerabilities are already blocked.

On customers, Brinqa names Nestlé, Asurion and PhonePe. Brinqa also describes offerings for retailers, manufacturers, insurers and critical infrastructure providers. Zafran Security describes a maturity model for banks, insurers and payment processors, and an agentless approach for healthcare. On recent activity, Brinqa announced on August 19, 2026 that it had acquired PlexTrac, a platform for offensive security validation, workflow and reporting.

What it sells: Brinqa

What Brinqa Platform does[2][3][4]
The Brinqa platform has three layers that work together as a unified system. Brinqa ingests exposure data from over 260 security, IT, cloud, identity, application, and business systems.
What Cyber Risk Graph does[2][3][5]
The Cyber Risk Graph maintains relationships across assets, vulnerabilities, identities, environments, and business context. Nestlé consolidated IT assets, business context, exposures, and vulnerabilities into a single system using the Brinqa Cyber Risk Graph.
What AI Attribution Agent does[6]
The AI Attribution Agent uses data patterns to find and fill missing data attributes across the exposure environment. Brinqa customers choose which attributes matter most, such as ownership, business unit, environment classification, and asset criticality, and set confidence thresholds for when AI predictions require human validation.
What AI Deduplication Agent does[6]
Brinqa has a vulnerability deduplication engine that identifies and merges duplicate findings from different security scanners into a single, consolidated, explainable record. The AI Deduplication Agent consolidates duplicate findings into one record.
What BrinqaIQ does[2][6]
BrinqaIQ enables natural-language queries to find the latest CVE data and remediation guidance and to search Brinqa help documentation. BrinqaIQ is accessible in 140+ languages with RBAC governance. MCP enables machine-to-machine interaction with BrinqaIQ for writing BQL queries, exploring CVEs, and accessing documentation.
What SmartFlows does[3]
SmartFlows allow users to build drag-and-drop automations that trigger actions such as ticket creation, issue routing, or team notifications when defined conditions are met. Brinqa automations integrate with existing ITSM, ticketing, and engineering tools.

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 Brinqa and Zafran Security

What do Brinqa and Zafran Security sell?
Brinqa sells Brinqa Platform, Cyber Risk Graph, AI Attribution Agent, AI Deduplication Agent, BrinqaIQ and 2 more. Zafran Security sells Zafran Platform, RemOps, Zero Day Agent and Exposure Graph.
Are Brinqa and Zafran Security in the same category?
Yes. Exposure prioritisation and CTEM is the primary category of both on CISO Tribune.
What have Brinqa and Zafran Security announced recently?
August 19, 2026: Brinqa announced it has acquired PlexTrac, a platform for offensive security validation, workflow and reporting.

About Brinqa

Brinqa sells an exposure management platform that unifies every data source. Brinqa ingests and correlates exposure data into a single foundation where it is deduplicated, attributed, and prioritized by what is exploitable in the environment. Brinqa lets customers bring their own AI agents or use its own AI agents. Brinqa states that vulnerabilities, cloud findings, application risks, identities, and assets all generate signals, and that without structure and context teams are left reacting instead of reducing exposure.[3]

The Brinqa platform has three layers that work together as a unified system. Brinqa ingests exposure data from over 260 security, IT, cloud, identity, application, and business systems. The Cyber Risk Graph maintains relationships across assets, vulnerabilities, identities, environments, and business context. Brinqa retains historical exposure data and applies consistent metrics for tracking remediation progress over time.[2][3][5]

The AI Layer fills data gaps, merges duplicate findings, and enriches exposure intelligence. The Brinqa AI Layer applies agentic AI to analyze exposures in context, covering asset relationships, reachability, attack paths, common attacker techniques, observed threat behavior, and mapped mitigation controls. Brinqa has a vulnerability deduplication engine that identifies and merges duplicate findings from different security scanners into a single, consolidated, explainable record. The AI Deduplication Agent consolidates duplicate findings into one record. The AI Attribution Agent uses data patterns to find and fill missing data attributes across the exposure environment. Brinqa customers choose which attributes matter most, such as ownership, business unit, environment classification, and asset criticality, and set confidence thresholds for when AI predictions require human validation. BrinqaIQ enables natural-language queries to find the latest CVE data and remediation guidance and to search Brinqa help documentation. MCP enables machine-to-machine interaction with BrinqaIQ for writing BQL queries, exploring CVEs, and accessing documentation.[6]

SmartFlows allow users to build drag-and-drop automations that trigger actions such as ticket creation, issue routing, or team notifications when defined conditions are met. Brinqa automations integrate with existing ITSM, ticketing, and engineering tools. Brinqa includes human-in-the-loop controls with configurable confidence thresholds and built-in explainability. Brinqa has acquired PlexTrac, a validation and reporting platform for offensive security and penetration testing teams. Brinqa delivers customized, role-based dashboards and reports on exposure risk for security, IT, and executive stakeholders.[3][7]

Brinqa applies risk scoring by asset type and environment, and offers visual mapping of exposure across complex infrastructures. Brinqa brings conflicting risk scores from multiple tools into a single, consistent view that incorporates threat intelligence, business context, and asset importance. The Brinqa platform uses AI to pattern match and find missing data in order to identify unknown asset and vulnerabilities owners.[3]

Brinqa serves retailers with PCI DSS-aligned, data-driven exposure management. Brinqa serves manufacturers with unified IT and OT exposure visibility, risk-based prioritization, and compliance alignment across NIST SP 800-53, ISO 27001, and GDPR. Brinqa enables financial organizations to centralize cyber risk data and maintain NIST SP 800-53, ISO 27001, and GDPR compliance. Brinqa serves insurers with HIPAA, GDPR, and NIST SP 800-53 compliance across distributed environments, both on-premises and in the cloud. Brinqa enables technology and SaaS companies to secure software supply chains and maintain SOC 2 and GDPR compliance from code to cloud. Brinqa supports critical infrastructure providers with unified IT and OT visibility.

Nestlé unifies and automates vulnerability management with Brinqa. Asurion chose Brinqa for the ability to customize how vulnerabilities are viewed and managed. PhonePe Private Limited is an Indian financial services company. PhonePe implemented Brinqa to create a unified risk analytics platform to track, analyze, and score vulnerabilities across its ecosystem. A global technology company modernized its vulnerability and exposure management program with Brinqa. Brinqa has a library of connectors for integrating data from tools like vulnerability scanners, Service Desk, and penetration testing platforms. In that deployment, vulnerability criticality was evaluated using scanner-defined severity, exploit availability, age and popularity, network type, and offense magnitude.[2][6][7][8][9][11][12]

Brinqa on the record

Sources

Brinqa full record

  1. [1]brinqa.comBrinqa · brinqa.com · undated page, accessed November 2, 2026 · Tier A
  2. [2]Brinqa launches brinqaiq smarter decisions with aiBrinqa · brinqa.com · published September 30, 2025 · Tier A
  3. [3]Exposure Management Platform | BrinqaBrinqa · undated page, accessed November 10, 2026 · Tier A
  4. [4]Brinqa | Vulnerability & Exposure Management Platform for the AI EraBrinqa · undated page, accessed November 10, 2026 · Tier A
  5. [5]Nestlé Modernizes & Unifies Vulnerability and Risk Management with BrinqaBrinqa · published November 13, 2024 · Tier A
  6. [6]AI-Driven Vulnerability Prioritization | BrinqaBrinqa · undated page, accessed November 10, 2026 · Tier A
  7. [7]ComplianceBrinqa · undated page, accessed November 10, 2026 · Tier A
  8. [8]Case StudiesBrinqa · undated page, accessed November 10, 2026 · Tier A
  9. [9]Asurion Cutes Critical Vulnerabilities With BrinqaBrinqa · published November 13, 2024 · Tier A
  10. [10]PhonePe Protects Financial Apps through Risk Scoring & PrioritizationBrinqa · published May 8, 2025 · Tier A
  11. [11]Global Tech Leader Automates 97% of Vulnerability Ownership | BrinqaBrinqa · published December 5, 2025 · Tier A
  12. [12]Elevating the Vulnerability Risk Management Conversation with BrinqaBrinqa · published January 31, 2023 · Tier A
  13. [13]Brinqa Acquires PlexTrac to Close CTEM Loop; Becomes Largest Standalone Unified Exposure Management VendorBrinqa · published August 19, 2026 · Tier A
  14. [14]Brinqa Reviews 2026: Details, Pricing, & FeaturesG2 · undated page, accessed November 10, 2026 · Tier C

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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