Horizon3.ai and Brinqa have formed a technology partnership to combine their cybersecurity platforms and help enterprises prioritise cyber exposures linked to real-world attack paths.
The tie-up integrates Horizon3.ai's NodeZero platform with Brinqa's exposure management platform to help organisations identify which weaknesses are most likely to be exploited and focus remediation on those issues.
Security teams face a growing volume of findings across cloud, hybrid and on-premises environments. Many also struggle with duplicate alerts and vulnerability rankings that rely heavily on severity scores rather than on whether an attacker could realistically use a weakness to reach a target.
Under the partnership, Horizon3.ai will contribute attack path intelligence and insights from autonomous penetration testing. Brinqa will combine that information with asset data, business context, threat intelligence, ownership records and remediation workflows to rank and manage exposures across teams.
The partnership is designed to support Continuous Threat Exposure Management, risk-based vulnerability management and Adversarial Exposure Validation programmes. In practice, that means helping security leaders test whether a vulnerability can be chained with others, understand the business relevance of that chain and track whether remediation has reduced the exposure.
According to Horizon3.ai, NodeZero uncovers exploitable weaknesses, credential exposures, privilege escalation risks and chained attack paths in enterprise environments. Its threat actor and vulnerability risk intelligence also adds context about which exposures may present the highest operational and business risk.
Brinqa said its platform correlates those findings through what it describes as a CyberRisk Graph, which maps relationships between exposures, assets and operational context. The approach is intended to give security, infrastructure, cloud and application teams a common view of priorities and ownership.
Shift in focus
The partnership reflects a broader shift in cybersecurity from traditional vulnerability management to exposure management. Rather than treating each flaw as an isolated issue, vendors in this segment increasingly argue that defenders need to understand how multiple lower-level weaknesses can combine into a route to compromise.
That view is central to how both companies describe the challenge facing large organisations. A critical rating on its own may not show whether a system is actually exposed, while several modest findings taken together may present a more immediate risk if they allow an attacker to move through a network.
"Attackers do not think in CVEs or isolated findings. They think in objectives, attack paths, and business impact," said Snehal Antani, Chief Executive Officer and Co-Founder of Horizon3.ai. "NodeZero continuously uncovers exploitable attack paths and shows how attackers can move through complex environments. By integrating that intelligence into Brinqa's exposure management platform, organizations can validate real-world exposure, prioritize what matters most, and reduce risk based on what attackers can actually exploit instead of assumptions."
The integration is expected to help customers reduce remediation noise by focusing on exposures that are more likely to be targeted. It should also improve coordination by linking findings to business context and assigning responsibility for fixes across distributed environments.
Enterprise demand
The agreement also reflects enterprise demand for tools that connect offensive testing with remediation workflows. Security teams often have data from scanners, endpoint tools, cloud platforms and ticketing systems, but the challenge is deciding which issues need attention first and whether a fix has had the intended effect.
By combining attack validation with exposure correlation, Horizon3.ai and Brinqa are positioning their products around that workflow. Their stated aim is to help organisations move from lists of vulnerabilities to a more operational process that tests, ranks and measures exposure reduction over time.
Brinqa's leadership said the value of the partnership lies in bringing attacker-informed data into a broader business and remediation framework. The company argues that a path to compromise often depends on a chain of conditions that standard scanning tools may not treat as urgent when viewed separately.
"The path to compromise is rarely a single critical vulnerability. It's a chain of low severity findings that no scanner would flag as a priority on its own," said Dan Pagel, Chief Executive Officer of Brinqa. "Horizon3.ai shows defenders the path. Brinqa prioritizes what matters, with full business context, and automates the fix. That's the decision and automation plane exposure management has been missing."