01
Cross-domain correlation
Network, cloud, application, code, external attack surface, dark web credentials, identity and vendor risk, all in one graph, all collected natively. Nothing needs reconciling across naming schemes.
Kervo AI · Evaluate
The routes an attacker would actually take.
Attack path analysis maps the steps from an attacker's foothold to something worth stealing. Kervo AI builds those chains from your real environment, ranked by which single fix breaks the most.
platform.kervo.ai / evaluate / attack-paths
Six signal layers correlated
network, cloud, application, code, dark web, vendor
MITRE ATT&CK-aligned
every hop is a technique your environment permits
Ranked by paths broken
one fix, several chains closed
[ The problem ]
The problem with scoring findings one at a time
Vulnerability management grades findings individually. Attackers chain them. A breach-dump credential still works, that account reaches a wiki on a host beside a build server, and the build server's service account can write to production. Together, that is a route from the internet to your deployment pipeline.
Scored one at a time, that chain is a medium, a low, an informational and a design decision, all ranked below the CVSS 9.1 on an unreachable test box. Severity has no concept of sequence, and sequence is how breaches happen.
[ What Kervo AI does ]
What Kervo AI does
Kervo AI keeps a live graph of your environment. Nodes are assets, identities and data stores. Edges are the relationships that actually exist: reachability, IAM trust, credential validity, API dependency, vendor connectivity.
From every plausible entry point it searches for routes to anything you have marked critical, where each hop is a MITRE ATT&CK technique the environment permits. Then it works out which single fix breaks the most paths. One patch, IAM change or closed port often collapses six or seven chains.
[ Capabilities ]5 capabilities
02
MITRE ATT&CK-aligned chain construction
Every hop maps to a tactic and technique: Initial Access via T1190, Credential Access via T1555, Lateral Movement via T1021. Your team gets paths in the vocabulary it already uses.
03
Crown jewel and blast radius mapping
Tag what matters and Kervo AI continuously evaluates reachability to each. Criticality can be set manually, inherited from cloud tags, or derived from connectivity and data classification.
04
Remediation ranked by paths broken
Fixes are ordered by how many chains each collapses and what those chains reach. Whoever is patching gets a reason, which improves the odds of it happening this sprint.
05
Path timeline and history
When a path was first detected, how it changed, when it closed. Useful for audit, and for the conversation about whether risk is genuinely trending down.
[ How it works ]
How it works
Path construction runs continuously. As Know feeds in new assets and exposures, affected paths recalculate, so a chain opened by a widened security group on Tuesday afternoon is flagged on Tuesday afternoon.
Scoring weighs how exploitable each step is, how many steps the chain needs, and the value of what sits at the end. A two-hop path to your identity provider outranks a six-hop path to a staging database.
[ One data model ]
Why correlation needs one data model
The example above involves four findings from four domains. In a typical stack that is four products and four sets of asset identifiers, and joining them reliably is where "unified" platforms quietly fail. False paths destroy trust faster than no paths. Kervo AI does not reconcile: all four findings were written to the same model against the same asset record.
[ FAQ ]Attack Path Intelligence
What is attack path analysis?
It maps the steps an attacker would take from a foothold to a valuable target using the real relationships in your environment, and shows which single fix breaks the chain.
How is this different from breach and attack simulation?
BAS runs simulated attacks to test detection. Attack path analysis maps the routes that exist without running anything against production. They complement each other.
Which data sources feed the analysis?
External attack surface, cloud configuration, network scans, application and code findings, dark web credentials, identity relationships and vendor risk. Enterprise plans also ingest findings from tools you already run.
How do you decide what counts as a crown jewel?
You tag them, or Kervo AI infers them from connectivity, data classification and cloud tags.
How often do paths update?
Continuously, as new vulnerabilities, configuration changes and assets flow into the graph.
[ More in Evaluate ]
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