Brinqa

• Cyber Risk Graph for connecting assets, vulnerabilities, identities, environments, and business context
• Unified exposure data model combining security, IT, cloud, application, identity, and business information
• AI Attribution Agent for identifying missing ownership and other exposure attributes
• AI Deduplication Agent for consolidating duplicate vulnerability findings into unified records
• BrinqaIQ for natural-language queries across exposure data, threat intelligence, and documentation
• Bring Your Own AI support through API and Model Context Protocol connectivity
• Risk-based vulnerability prioritization using environmental, business, threat, and exploitability context
• SmartFlows for policy-driven workflow automation, ticket creation, routing, and notifications
• BrinqaDL cloud-native data layer for retaining exposure data, relationships, context, and lineage
• Large integration ecosystem connecting security, IT, cloud, identity, application, and business systems

What Is Brinqa?

Brinqa is an enterprise exposure management platform designed to help organizations understand, prioritize, and reduce cybersecurity risk. The platform brings together security findings and contextual information from multiple systems and organizes them into a unified exposure model.

Brinqa was founded in 2009 and is headquartered in Austin, Texas. Its platform has evolved from cyber risk management and vulnerability prioritization toward a broader exposure management approach incorporating artificial intelligence, data unification, risk prioritization, and automated remediation workflows.

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Exposure Management Platform

Brinqa’s current platform is designed around three primary layers: the Data Layer, AI Layer, and Orchestration Layer. These layers work together to collect exposure information, enrich and prioritize it, and connect security decisions with operational remediation workflows.

The platform is intended for complex enterprise environments where security information may be distributed across vulnerability scanners, cloud platforms, identity systems, applications, IT systems, and business tools.

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Cyber Risk Graph

The Cyber Risk Graph is a central component of Brinqa’s platform. It maintains relationships between assets, vulnerabilities, identities, environments, ownership information, and business context.

By connecting these relationships, the platform can evaluate security findings in relation to the environment in which they exist rather than treating individual scanner findings as isolated records.

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Unified Exposure Data

Brinqa’s Data Layer combines information from numerous security and enterprise systems into a unified exposure model. The platform currently states that it supports more than 240 pre-built data integrations, while its broader platform materials cite more than 260 connectors.

Supported data can include vulnerabilities, cloud findings, misconfigurations, telemetry, assets, identities, application information, threat intelligence, and business context.

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AI-Powered Exposure Management

The AI Layer applies artificial intelligence to exposure data to address problems such as incomplete ownership information, duplicate findings, and complex prioritization requirements.

Brinqa emphasizes explainability, auditability, configurable confidence thresholds, and human oversight when AI-generated information is used within exposure management workflows.

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AI Attribution Agent

The AI Attribution Agent is designed to identify missing attributes within exposure data. It can infer information such as asset ownership, business unit, environment classification, and asset criticality based on patterns and relationships in the available data.

Organizations can configure which attributes matter and establish confidence thresholds that determine when human validation is required.

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AI Deduplication Agent

The AI Deduplication Agent identifies duplicate vulnerability findings originating from different security scanners and consolidates them into a single exposure record.

The system is designed to recognize that different security tools can describe the same underlying vulnerability differently. Consolidating those records can provide a more consistent view of exposure and remediation activity.

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BrinqaIQ

BrinqaIQ is an AI-powered capability introduced in 2025 that allows users to interact with exposure information using natural-language queries.

Users can ask questions about exposure data, threat intelligence, CVEs, remediation information, and Brinqa documentation. BrinqaIQ can translate natural-language questions into validated Brinqa Query Language queries and return the resulting information.

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Natural-Language Security Queries

Before BrinqaIQ, extracting certain information from the Cyber Risk Graph could require knowledge of Brinqa Query Language or SQL-style querying. BrinqaIQ provides a conversational interface for asking questions about the organization’s exposure environment.

Results can be displayed within the conversational interface and used in the platform’s reporting workflows.

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Bring Your Own AI

Brinqa supports a Bring Your Own AI model that allows organizations to connect external AI agents to its governed exposure data rather than requiring every AI workflow to use Brinqa’s native agents.

External agents can connect through APIs or Model Context Protocol. The underlying Cyber Risk Graph remains the governed data foundation, providing access to exposure records, ownership information, relationships, and historical data.

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Risk-Based Prioritization

Brinqa evaluates exposure using contextual information rather than relying only on individual vulnerability severity ratings. The platform can incorporate factors such as asset relationships, reachability, attack paths, threat information, business context, and mitigation controls.

This approach is designed to help security teams organize large exposure backlogs around the issues that have greater relevance to their specific environments.

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SmartFlows Automation

SmartFlows provides policy-driven workflow automation within the Brinqa platform. Users can create drag-and-drop workflows that trigger actions based on defined exposure conditions.

Automated actions can include creating tickets, routing issues to responsible teams, and sending notifications. Human-in-the-loop controls and configurable confidence thresholds can be used when AI-generated information requires review.

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Remediation Workflows

Brinqa connects exposure intelligence with remediation processes by mapping security risks to asset owners, teams, and business services. This creates a workflow from identifying an exposure through prioritization, assignment, remediation, and reporting.

The platform is designed to support closed-loop remediation while maintaining visibility into decisions and actions taken throughout the process.

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BrinqaDL

BrinqaDL is a cloud-native security data layer that serves as a system of record for exposure management information. It retains findings, relationships, context, and data lineage rather than reducing information to only the latest security state.

Brinqa states that BrinqaDL is available as an add-on with separate pricing.

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Threat and Risk Intelligence

Brinqa Risk Intelligence provides capabilities for ingesting, consolidating, and prioritizing vulnerability and threat intelligence information. The functionality can provide additional context around CVEs, potential attacks, and security risks.

BrinqaIQ also allows users to query threat intelligence information using natural language.

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Enterprise Security Integrations

Brinqa is designed to connect with a broad range of enterprise security and IT systems. Its integration framework can bring together information from vulnerability management, cloud security, identity, application security, IT operations, and other sources.

The platform’s current data layer describes more than 240 integrations, while the broader platform currently references more than 260 connectors.

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Continuous Threat Exposure Management

Brinqa positions its platform around Continuous Threat Exposure Management, or CTEM. The approach connects discovery and scoping with AI-assisted prioritization, remediation workflows, validation, and reporting.

The platform is designed to maintain relationships between exposures and the assets, owners, business services, and other contextual information required to manage them over time.

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Enterprise Use Cases

Brinqa supports use cases across vulnerability management, application security, cloud security, cyber risk management, security operations, and broader exposure management programs.

The platform is primarily positioned for complex organizations that need to combine large volumes of security data and coordinate remediation across multiple technical and business teams.

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Who Can Use Brinqa?

Brinqa is designed primarily for enterprise security and risk teams. Typical users can include CISOs, vulnerability and exposure management leaders, application security teams, cloud operations teams, network security teams, and IT operations teams.

The platform provides capabilities for both technical security workflows and executive-level risk reporting.

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Brinqa FAQ

What does Brinqa do?

Brinqa provides an exposure management platform that unifies security data, applies AI to enrich and prioritize exposure information, and connects security findings with remediation workflows.

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What is the Brinqa Cyber Risk Graph?

The Cyber Risk Graph is Brinqa’s contextual data model connecting assets, vulnerabilities, identities, environments, ownership, exploitability, and business information.

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Does Brinqa use AI?

Yes. Brinqa includes AI capabilities such as the AI Attribution Agent, AI Deduplication Agent, and BrinqaIQ, while also supporting external AI agents through API and MCP connections.

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What is BrinqaIQ?

BrinqaIQ is a natural-language AI interface for interacting with exposure data, threat intelligence, CVEs, remediation information, and Brinqa documentation.

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Can organizations connect their own AI agents to Brinqa?

Yes. Brinqa’s Bring Your Own AI model allows external AI agents to connect to its governed exposure data through API or Model Context Protocol.

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Does Brinqa offer workflow automation?

Yes. SmartFlows enables policy-driven automation for actions such as ticket creation, issue routing, notifications, and other remediation workflows.

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Is Brinqa free?

Brinqa is an enterprise-focused paid platform. Standard public subscription pricing is not disclosed, and organizations are directed to contact Brinqa for pricing and demonstrations.

When was Brinqa founded?

Brinqa was founded in 2009 by cybersecurity professionals Amad Fida and Hilda Perez.

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I Like Its Risk Context

September 30, 2026

Review of Brinqa

I turn to Brinqa when security findings become difficult to prioritize, using AI deduplication and attribution to organize exposure data. I like the context, though enterprise teams benefit most.

William Turner

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