AI-Powered Threat Intelligence Platform

Know which vulnerabilities actually matter.

Argus continuously discovers your assets, fingerprints their technologies, correlates threat intelligence, validates findings with evidence, and prioritises by real-world risk — not generic severity scores.

Attack-surface discovery, threat intelligence, evidence-based detection, and AI-powered analysis — in one platform.

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Continuous monitoring Evidence-based findings Threat-intelligence driven AI security analyst
AI Security Analyst · live briefing
Good morning.
4 new threats affect your environment.
1 is actively exploited (CISA KEV).
Recommended action
Patch Apache 2.4.49 within 48 hours.
CISA KEV catalog updated — new actively-exploited entryPublic exploit published for a critical Apache CVEEPSS exploitation probability spiked on 3 tracked productsRansomware activity linked to a newly-disclosed RCEVersion-aware match: 4 of your assets affectedRelevance gate cleared 312 inapplicable matchesCISA KEV catalog updated — new actively-exploited entryPublic exploit published for a critical Apache CVEEPSS exploitation probability spiked on 3 tracked productsRansomware activity linked to a newly-disclosed RCEVersion-aware match: 4 of your assets affectedRelevance gate cleared 312 inapplicable matchesCISA KEV catalog updated — new actively-exploited entryPublic exploit published for a critical Apache CVEEPSS exploitation probability spiked on 3 tracked productsRansomware activity linked to a newly-disclosed RCEVersion-aware match: 4 of your assets affectedRelevance gate cleared 312 inapplicable matches
0+
CVEs tracked (NVD)
0+
CPEs in the dictionary
KEV · EPSS · ExploitDB
Exploitation signals correlated
Evidence-based
Confidence on every finding
Built forSecurity teamsMSSPsEnterprisesCompliance teamsResearchers
The problem

Too many vulnerabilities. Too little context.

Thousands of vulnerabilities are disclosed every month. The hard part isn't finding them — it's knowing which assets are affected, which are actually exploitable, and which demand action today.

Which assets are affected?
Which are actually exploitable?
Which need action now?
Which can safely wait?

The challenge is no longer finding vulnerabilities. It's understanding which ones matter.

Why Argus

From firehose to the few that matter.

Scroll to watch the noise collapse into action.

2,000+
vulnerabilities disclosed this month
The raw firehose every security team faces.
~95%
don't touch your stack — filtered out
Version-aware matching discards what you don't run.
The few
actually affect your environment
Correlated to your exact products, versions, and exposure.
Act
with evidence and a clear next step
Real-world exploitation decides what to fix first.
How it works

A continuous intelligence pipeline.

Every asset flows through the same five stages — continuously, not once.

1
Discover
Map every domain, subdomain, app, API, and internet-facing service.
2
Fingerprint
Identify the exact product and version on every port — even non-standard ones.
3
Correlate
Match against NVD, CISA KEV, EPSS, and ExploitDB — version-aware.
4
Prioritise
Rank by real-world exploitation and evidence, not raw severity.
5
Act
Plain-English guidance: what to fix first, and why.
See it in action

The dashboard that thinks like an analyst.

Hover any finding — the asset, evidence, threat signals, and recommended action update live. This is the real Argus prioritisation view.

app.argusthreat.com / dashboardLive
Assets
api.example.com
Public · 3 svc
wiki.example.com
Public · 1 svc
files.example.com
Public · 2 svc
vpn.example.com
Public · 1 svc
96RISK
Prioritised risk · selected finding
Apache httpd 2.4.49
CVE-2021-41773 · api.example.com
Critical
Top priorities · hover to inspect
Apache httpd 2.4.49
CVE-2021-41773
KEVEXP
96
Atlassian Confluence
CVE-2022-26134
KEVEXP
91
Progress MOVEit Transfer
CVE-2023-34362
KEVEXP
78
OpenSSH (xz-utils)
CVE-2024-3094
54
Finding detail · evidence
Assetapi.example.com
FingerprintApache httpd 2.4.49
Version2.4.49
CPEcpe:2.3:a:apache:http_server:2.4.49
CISA KEVPublic exploitInternet-facingEPSS 97%
Detection confidenceHIGH · 94%
Recommended action
Patch to 2.4.51+ within 48 hours — actively exploited path traversal.
The Argus platform

Four disciplines. One investigation.

Argus
Discover
Map every asset, service, and exposure.
Argus
Understand
Correlate emerging threats to your stack.
GHOST
Validate
Prove what is actually exploitable.
Powered by GHOST™
Argus
Act
Recommend the fix that matters first.
The intelligence engine

GHOST

Argus’ proprietary security reasoning engine that investigates findings, validates risk, and explains security decisions using evidence-backed analysis.

Most security tools identify findings. GHOST investigates them — it develops and tests theories, validates exploitability, and explains its conclusions with evidence, not assumptions. Rather than blindly trusting vulnerability data, it continuously asks the questions an analyst would:

Is this actually exploitable?What evidence supports this conclusion?What attack paths are realistic?What should be validated next?
A single investigation, start to finish

Watch one finding move from observation to validated conclusion — confidence rising only as evidence accumulates.

01
FingerprintObserved
Apache HTTP Server 2.4.49 identified
Banners and headers are attributed to an exact version.
Confidence
25%
02
HypothesisGenerated
Potential path traversal (CVE-2021-41773)
GHOST forms a testable theory from the fingerprint — it does not assume.
Confidence
45%
03
EvidenceCollected
Version confirmed · public exploit available · target internet-exposed
Three independent signals are gathered to support the theory.
Confidence
75%
04
ValidationAttempted
Exploit behaviour observed via a safe probe
The predicted behaviour is confirmed — not inferred from the version alone.
Confidence
90%
05
ConclusionReached
Validated Risk — exploitable, exposed, confirmed
Promoted to a confirmed finding, with the full evidence chain attached.
Confidence
96%
Hypothesis driven

Generates and evaluates attack theories rather than executing static playbooks.

Evidence based

Findings require supporting evidence before they are promoted to confirmed risk.

Explainable

Every conclusion ships with its reasoning, supporting evidence, and a confidence level.

Human guided

Operators stay in control of offensive actions and validation workflows.

Walk it yourself

From “potential” to validated.

GHOST · investigation console0 / 6
Click through a simulated investigation — GHOST turns an observation into an evidence-backed conclusion, one reasoned step at a time.

GHOST transforms security assessment from a checklist exercise into an evidence-driven investigative process.

GHOST stands for Generative Heuristic Operational Security Thinker.
Evidence-based security

Every finding requires evidence.

A finding is a claim, and a claim needs proof. Argus shows exactly how it reached each conclusion — the banner it read, the version it attributed, the CPE it bound, the intelligence behind it, and how confident it is. When it can't be sure, it says so.

The AI assists only with identification and relevance review — it can never invent a finding. That's the difference between an intelligence platform and a scanner that guesses.

Asset157.230.55.164
FingerprintApache httpd (banner + headers)
Version2.4.25 (Debian)
CPEcpe:2.3:a:apache:http_server
Threat matchCVE-2021-41773 — version OUT of range
Detection confidenceHIGH · 92%
Threat intelligence

Risk you can defend, signal by signal.

Argus weighs real-world exploitation, not just CVSS — so a high that's being exploited outranks a critical that isn't.

Active exploitation (CISA KEV)

Flagged when a vulnerability is confirmed exploited in the wild — it jumps the queue regardless of CVSS.

Exploitation probability (EPSS)

The statistical likelihood a CVE will be exploited in the next 30 days.

Public exploit (ExploitDB)

Whether working exploit code is publicly available — far more dangerous than theoretical.

Ransomware linkage

KEV entries tied to known ransomware campaigns.

Infrastructure match

Version-aware: the CVE actually applies to the version you run — not just the product.

Distro back-port awareness

An upstream-range match on a distro package is caveated, not over-claimed.

Prioritisation

Prioritise based on real risk.

Critical noiseValidated riskActionable priority

Argus combines asset exposure, exploit availability, active exploitation, threat intelligence, and business impact into a single, defensible priority — so your team fixes what attackers are actually using.

AI security analyst

Ask your environment anything.

An analyst, not a scanner — plain-English answers grounded in your scan evidence.

What's my biggest risk right now?
ArgusApache 2.4.49 on api.example.com (CVE-2021-41773) — actively exploited (CISA KEV), public exploit available, internet-facing. Patch within 48 hours.
What changed this week?
ArgusOne new service appeared on port 8080, and exploitation probability rose on a Confluence finding you already track.
Use cases

One platform, many teams.

Security teams

Cut alert fatigue — focus only on the threats that are real and reachable.

MSSPs

Monitor many client environments efficiently, with internal-scanning agents for non-public hosts.

Enterprises

Continuously understand your external exposure as it changes with every deploy.

Compliance teams

Maintain visibility and evidence for SOC 2, PCI-DSS, and ISO 27001 readiness.

Security leadership

Actionable, defensible risk visibility and reporting — without the noise.

Our vision

Building the future of threat intelligence and exposure management.

Most tools bury you in findings. We're building the opposite: a rigorous, evidence-first intelligence platform that continuously understands your environment and tells you what actually matters — with the proof to back every claim. Research-driven, deterministic where it counts, and honest about its limits.

FAQ

Questions, answered.

It maps your external attack surface from a domain or IP — subdomains (certificate transparency), DNS, open ports and services, and the technologies running on them. Internal/non-public hosts are covered by an outbound-only, scope-limited agent you install.

From a feed-independent risk floor (observed exposure + intrinsic exploitability) plus real-world threat-intel escalation (CISA KEV, EPSS, public exploits), all version-aware. Threat intel only adds — it never founds the score — so a feed outage degrades precision, not visibility.

NVD (CVEs + CPE dictionary + CVSS), CISA KEV (active exploitation), EPSS (exploitation probability), ExploitDB (public exploits), and retire.js (vulnerable JavaScript libraries) — all synced locally so results are deterministic.

The AI assists with software identification and relevance review, and explains findings in plain English. It can never invent a finding — every conclusion is backed by deterministic, version-range-aware matching and shown with its evidence and confidence.

A scanner lists CVEs by severity. Argus correlates them to the exact versions you run, weighs real-world exploitation, validates with evidence, and tells you what to do first — turning thousands of findings into the few that matter.

Continuously. Argus re-scans on a schedule, diffs against the last result, and alerts you when something meaningful changes — plus a weekly intelligence digest.

Stop chasing vulnerabilities.
Start understanding risk.

Argus continuously discovers assets, correlates threat intelligence, validates findings, and tells you exactly what matters.

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