Kervo AI
NewHow the five-stage loop works
The AI control plane for security

Your whole security program.
One AI control plane.

Kervo AI works as your complete AI security team. Its agents find every asset, rank what attackers can reach, investigate and fix, keep you audit-ready and report to the board, all on one data model. Every part of security, covered.

platform.kervo.ai / dashboard
Kervo AI dashboard: overall security posture, ransomware score and the vulnerability prioritization funnel
Backed by the bestStartup programs and partnerships
  • AWS Startups logo
  • NVIDIA Inception logo
  • DSCI logo
[ Why a control plane ]

Security is one job. Most teams run it in pieces.

Discovery in one tool, prioritisation in another, investigation somewhere else, evidence in a folder. None of them share a data model, and the seams between them are where incidents start.

Kervo AI covers all of it in one place, with AI agents working every stage like a full security team.

Disconnected tools
Kervo AI
A tool per stage, a console per tool
One AI security team covers every stage
Separate databases glued together with APIs
One data model. Every signal references every other
Blind spots in the seams between tools
One risk picture, no seams
Analysts reconcile dashboards by hand
AI agents deliver findings already correlated and triaged
Compliance is a quarterly fire drill
Evidence collects itself, continuously
[ How it works ]

Five stages. One loop. It never stops.

platform.kervo.ai / know / attack-surface
Know / Attack surfaceliveacme-prodATTACK SURFACE1,288 assetss3-backup-prodCloud14.1K+2.3% · 7dCNetwork31.7K+0.4% · 7dBCode9.3K-1.1% · 7dCExternal2.4K+0.0% · 7dANEW THIS WEEK+38vpn-legacy.acme.comhostnews3-backup-prodS3 · public-readexposedapi.payco.iovendor · TLS 1.0new10.0.4.12devicenewEvaluate / Attack pathsliveacme-prodATTACK PATHS3 routesENVIRONMENTdark webvendorinternetAWS rolecrown jewelPATH SCORE9.4CRITICALReachableyesEPSS0.87KEVlistedImpact2.1M rowsPRIORITY3,012findings1,140reachable86exploitable10fix firstResolve / Remediationliveacme-prodAI ANALYSTresolvedHIGHCVE-2025-31255 · prod-db-01Reachable · from internetExploit · public PoCAttack path · AP-118Confirmed. Fix ready to approve.Awaiting approval · #482141sRISK SCORE30 days7241-31 after fixREMEDIATION13 openTo do6CVE-2025-31255criticaldue Jun 2CVE-2012-2750highdue Jun 4In progress3CVE-2025-9074highpatchingIAM · prod-deploycriticalrotatingVerified4CVE-2026-4688criticalrescanneds3-backup-prodhighrescannedGuided fixes attached to every cardValidate / Complianceliveacme-prodCONTROL STATUS254 / 267 passingpassingdriftfailingAudit-readyNext audit in 41 daysFRAMEWORKSSOC 261/64ISO 27001108/114NIS238/41GDPR47/48EVIDENCEauto · 92%MFA policyauto · 09:14Access reviewauto · 08:50Pen test reportmanual · due Jun 301 evidence item · 4 frameworksOrchestrate / Control planeliveacme-prodCONTROL PLANEall systems nominalAutomations14 activeEvents / hr12.4KSync latency2.1sAI CISOreport readyRoles6 · RBACHandoffs0 manualFindings correlated · 7dMean time to resolve · 7d
[ Capabilities ]

Built to close the gaps between tools.

Discovery to audit evidence on one data model, so your team fixes what matters first and can prove it.

Inventory1,284
s3-backup-prodexposed
vpn-legacy.acme.comnew
api.payco.ionew
10.0.4.12new

Attack Surface Discovery

Every device, cloud resource, application, repo and vendor surface in one live inventory, including the assets nobody wrote down.

ENVIRONMENTdark webvendorinternetAWS rolecrown jewel3 routes

Attack-Path Intelligence

Exposures chained into the routes an attacker would actually take, so critical means reachable.

3,012
findings
1,140
reachable
86
exploitable
10
fix first

Risk-Based Prioritization

Findings reranked by severity, exploitability and business impact into a risk score tailored to you. A short list with a reason on every line.

HighCVE-2025-31255 · prod-db-01
AI Analystinvestigating
  • Reachable · from internet
  • Exploit · public PoC
  • Attack path · AP-118
Awaiting approval · #4821

AI Analyst

A security analyst's work on every finding: investigation, impact, the fix, and pushing it once you approve.

Controls passingcontinuous
SOC 20/64
ISO 270010/114
NIS20/41
GDPR0/48
↳1 evidence item · 4 frameworks

Continuous Compliance

Evidence collects itself and maps across SOC 2, ISO 27001, GDPR, NIS2 and more.

Exposure feedlive
03:12john@acme.com15 creds
02:58PayCobreach notice
02:41acme-login.colive
02:20gh: acme/api-keyexposed
01:55CloudPixTLS expired
01:30acme VPN configfor sale
03:12john@acme.com15 creds
02:58PayCobreach notice
02:41acme-login.colive
02:20gh: acme/api-keyexposed
01:55CloudPixTLS expired
01:30acme VPN configfor sale

Dark Web & Vendor Risk

Leaked credentials, lookalike domains and vendor exposures treated as part of your attack surface.

[ The architecture ]

It works because it's one system underneath.

Suites assembled by acquisition share a login, not a data model. Kervo AI was built as one system, so every signal from all five stages lives in one graph and correlates on its own. One brain, five jobs.

01

Connected in minutes, full picture in 48 hours

Read-only API connections to cloud, identity and network, with no agents for most coverage. First findings within hours, the full picture within 48 hours.

02

One data model, every correlation

A CVE, a misconfiguration, a leaked credential and a vendor exposure are evaluated together because they live together. That is what makes attack paths possible.

03

Ten priorities, not 3,000 findings

Kervo AI surfaces the ten risks that matter today, with what's at stake, why, and what to do first.

Connects tothe tools you already run
Acunetix logoAcunetix
AWS logoAWS
Azure logoAzure
Burp Suite logoBurp Suite
CrowdStrike logoCrowdStrike
Fortify SCA logoFortify SCA
GitHub logoGitHub
GitLab logoGitLab
Google Cloud logoGoogle Cloud
Jira logoJira
JumpCloud logoJumpCloud
Kervo AI Network Scanner logoKervo AI Network Scanner
Mend.io logoMend.io
Microsoft Defender logoMicrosoft Defender
Microsoft Teams logoMicrosoft Teams
Nessus logoNessus
Nmap logoNmap
OpenVAS logoOpenVAS
Oracle Cloud logoOracle Cloud
OWASP ZAP logoOWASP ZAP
Palo Alto Cortex XDR logoPalo Alto Cortex XDR
Qwiet AI logoQwiet AI
Rapid7 logoRapid7
Semgrep logoSemgrep
Slack logoSlack
SonarCloud logoSonarCloud
SonarQube logoSonarQube
Sophos XDR logoSophos XDR
SVN logoSVN
WPScan logoWPScan
[ Straight answers ]

The questions buyers ask first.

More answers on the platform page.

What is an AI control plane for security? Is Kervo AI just orchestration on top of other tools?

A control plane sees the state of everything, decides what matters and drives the response. Kervo AI is that layer, and it owns the data plane too: it scans, evaluates and resolves natively. For a lean team it can be the whole security function. For an established team it sits above the tools you run and puts AI agents to work alongside your analysts.

What do the five stages mean?

Know, Evaluate, Resolve, Validate, Orchestrate: discover it, weigh it, fix it, prove it, run it. Most tools own one stage. Kervo AI runs all five on one platform, so security runs as one continuous loop instead of five disconnected purchases.

How is this different from the big platforms already out there?

Most were assembled by acquisition: separate products behind one login, separate data models underneath. Kervo AI was built as one system. That single data model is what lets a dark web leak, a CVE and a cloud misconfiguration correlate on their own.

We're a small team. Is this too much platform for us?

Small teams suffer most from disconnected tools, because nobody can staff a specialist per tool. For one to ten people, Kervo AI can be the whole security function, with AI agents doing the investigation, evidence and reporting work.

We already have a mature stack. Why add another platform?

Your tools each hold a piece of the picture. Kervo AI connects to them, pulls their data into one model and correlates it into the posture no single tool can show. You keep every investment and gain the control plane above it.

Get started

See your real risk,
not a demo tenant.

We connect read-only to your environment and show what's actually there: attack paths, coverage gaps and compliance position.