Quantara Launches AI Network for Cyber Risk
Quantara AI Agent Network turns cyber findings into dollar-based risk estimates and ranks remediation actions by expected return.

Quantara AI has made its AI Agent Network generally available for enterprises, MSSPs and vCISOs that need to sort cyber risks by financial exposure. The platform turns technical findings into dollar-based risk estimates and ranks remediation work by expected risk reduction per dollar spent. Its specialized agents ingest, assess, govern and route actions, with human approval required before any action is executed. Quantara says the network identifies the top 1% of exposures driving potential business loss, helping CISOs, CFOs, CROs and boards focus resources on the risks that matter most.
Five Agent Groups
The Quantara AI Agent Network connects cyber exposure, threat, endpoint, cloud, control and business data from tools an organization already uses. Ingest Agents keep those signals current, while Context Agents correlate exposures with assets and map them to business units and processes in one risk model.
Risk Agents translate exposure into financial risk presented as Value at Risk. Govern Agents evaluate risk appetite, assumptions and frameworks such as NIST, CIS and ISO, then route proposed actions for human approval. Act Agents move approved actions into workflows, ticketing tools and the quantitative risk register, tracking remediation and reporting realized risk reduction to executives and the board.
“Cybersecurity has spent years getting better at finding problems. The next evolution is using agentic intelligence to continuously determine which of those problems really matter to the business and what should happen next,”
Financial Risk Priorities
Quantara positions the product for security teams managing large volumes of findings without a continuously updated way to determine which issues to fix first and measure the value of remediation. In a recent enterprise engagement, the company connected security signals across multiple domains with business and financial context, narrowing thousands of technical findings to the risks with the greatest potential business impact.
“Our Agent Network connects cyber, threat, business and financial context and quantifies exposure and expected risk reduction in dollars. The result is a more defensible way for CISOs and boards to decide where to focus, what to fund and what return to expect.”
Availability And Integrations
The Quantara AI Agent Network is available now as part of the Quantara AI platform for enterprises, MSSPs and vCISOs. It integrates with CrowdStrike, SentinelOne, Wiz, Tenable, Rapid7, Qualys, Splunk, Microsoft, ServiceNow and AWS, as well as other exposure, endpoint, cloud and workflow tools.
For organizations that want to connect existing security data to financial risk estimates and approved remediation workflows, the service offers a focused way to prioritize work by expected return.
From an announcement by Quantara AI.


