Kervo AI ranks everything Know discovered by reachability and blast radius instead of CVSS, then assembles what survives into the chains that reach your crown jewels.
CVSS rates a vulnerability in the abstract. It knows nothing about whether anyone can reach it in your environment, so a 9.8 on an isolated host scores the same as one on the public internet. Backlogs get sorted by that number anyway.
Attackers chain whatever is available: a forgotten subdomain, a breached credential, a permissive IAM role. The chain is the threat, and severity has no concept of sequence.
Every finding from Know is rescored in context. Is it reachable? Does a public exploit exist? Is it being exploited now? What sits downstream, a test box or the identity provider?
Then Kervo AI walks the graph with MITRE ATT&CK-aligned technique modelling and finds every route from entry point to critical asset. Four unremarkable findings across four tools become one critical attack path.
Continuous scanning across application, cloud, network and code, every vulnerability reranked by severity, exploitability and business impact into a risk score tailored to your organisation. A CVSS 9.8 on a dead-end test box drops. A 6.1 on the system holding your customer data climbs.
Signals from every layer correlated into attack chains, mapped to MITRE ATT&CK techniques and scored by exploitability. Kervo AI tells you which single fix breaks the most paths.
Misconfigurations across AWS, Azure, Google Cloud and Oracle Cloud, found continuously and mapped to your active compliance frameworks: privilege escalation paths, public storage, permissive security groups, missing logging. Drift is flagged the day it happens.
SAST, SCA, secrets detection, SBOM and CBOM run across every code repository, so code security is fully covered. With NIST's post-quantum standards published, the cryptographic inventory stops being academic.
Kervo AI keeps a live graph of your environment. Nodes are assets, identities and data stores. Edges are real relationships: reachability, IAM trust, credential validity, API dependency, vendor connection.
Path construction walks that graph from every plausible entry point to anything tagged critical, and every hop must be a technique the environment actually permits. Paths are scored on exploitability, length and what sits at the end, and recalculated as Know feeds in changes.
Evaluate ends with a ranked, reasoned list and the attack paths behind it. Nothing is safer until something is fixed. Resolve is where that happens.
CVSS scores a vulnerability in isolation. Kervo AI scores it in context: whether the asset is reachable, whether a working exploit exists, what it can reach, and how critical that is.
It maps the steps an attacker would take from a foothold to a valuable target using your environment's real relationships, and shows which fix breaks the chain.
All of them: 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.
Continuously. New vulnerabilities, configuration changes and new assets flow into the graph as they are found, and affected paths are recalculated.
Yes. Set it manually, inherit it from tags, or let Kervo AI derive it from connectivity and data classification.
We connect to your real infrastructure during the demo and walk the chains that exist today.
