Exposed7,572 unauthenticated databases exposed on the public internet right nowLiveAI-SPM: model-endpoint posture scanned across SageMaker, Bedrock & VertexExposed10,608 hosts running actively-exploited CVEs — 1,351 ransomware-linkedLiveEU AI Act: framework controls re-scored in 27 secondsExposed27,751 shadow AI services publicly reachable — many with no authenticationLiveCVE Pulse: 147 new CVEs ingested in the last hourExposed823 live sites serving their own .env, .git or database dumpsLiveSurface Scanner: 12-module scan completed, grade A-
🤖 New — Secure your AI adoption across AWS, GCP, Azure

See Your Entire
AI Attack Surface

Your team is shipping AI faster than security can keep up. EchelonGraph secures your AI workloads, cloud, and compliance in one graph — every asset, model, and cross-cloud attack path mapped, so you know your blast radius before attackers do.

Platform Active — protecting infrastructure right now
Live · updated continuously

This is what’s exposed on the internet — right now

Our radars passively map it across the public internet. Aggregate and host-redacted — and only a fraction of what we surface. Tap any number to watch it live.

📊 Live stats from EchelonGraph platform

Critical CVEs · live from /pulselive

View all 346,164 CVEs

Built for teams managing infrastructure on

Amazon Web ServicesGoogle CloudMicrosoft AzureKubernetesDockerTerraform

Design partner

The intelligence stack

14 live feeds, one attack graph

We fuse vulnerability databases, exploit-in-the-wild signals, and compliance standards into the same graph that maps your infrastructure.

⚡ Why we deliver new CVEs in 5 minutes, not 5 days →📡 Live exposed-AI feed (CC-BY-4.0 dataset) →

MITRE ATT&CK
NIST AI-RMF
EU AI Act
ISO 42001
Google OSV
OWASP LLM Top 10
MITRE ATLAS
RDAP
CIS Benchmarks
14
live intelligence feeds
17
compliance frameworks
≤30s
ingest-to-graph latency
The Problem

You can't protect what you can't see

  • Teams are adopting AI faster than security can secure it
  • Cloud environments grow 10x faster than security teams
  • One misconfigured IAM role can expose your entire database
  • Compliance audits take 6-8 weeks of manual evidence gathering
  • Traditional scanners miss lateral movement paths
The Solution

EchelonGraph sees everything

  • AI posture + AI-compliance (EU AI Act, NIST AI-RMF) in the same scan
  • Continuous asset discovery across all cloud providers
  • Blast radius graph shows exact impact of any compromise
  • Automated compliance scoring with evidence collection — days, not weeks
  • 3-tier agents map every network path including kernel-level flows
What you see vs. what we do

Every free tool is the tip of a deeper product

The free wedges drive inbound. The depth — graph mapping, alerting, runtime telemetry — is what customers pay for.

CVE Pulse
Free · indexed · no signup
🛰️

On the surface: 147K+ CVEs, scored live

Free, no signup, indexed for Google. Every CVE gets our EG score — synthesized from NVD, CISA KEV, FIRST EPSS, and GitHub GHSA.

Try it →
Inside EchelonGraph
🕸

Underneath: mapped to your attack graph

For customers, every CVE is linked to actual assets in their infrastructure. We compute the blast radius for YOUR exposure, not the generic CVSS score the rest of the industry shows.

Now showing: CVE Pulse
Platform Capabilities

Everything you need to secure your cloud and your AI

From AI workloads to cloud config to compliance, EchelonGraph gives you complete visibility into your security posture — discovery to remediation.

🤖

AI Workload Compliance — Industry First

NIST AI-RMF + EU AI Act + ISO/IEC 42001 + MITRE ATLAS live-mapped to your Kubernetes AI/ML inventory (KServe, Kubeflow, Ray, Seldon, Run:ai). EU AI Act high-risk (Annex III) obligations apply from 2 Aug 2026 (prohibited-practice bans since 2 Feb 2025) — up to €15M or 3% of global turnover for high-risk risk-management gaps (the €35M / 7% tier is reserved for Article 5 prohibited AI). No competitor ships this productized today.

Live Real-Time Compliance — ≤30s SLA

Every cloud or K8s change fires a signed webhook that re-scores within 30 seconds. Traditional CSPM tools re-score on a 24-hour cron — EchelonGraph re-scores 4,800× more frequently. Compliance evidence stays accurate between audits, not just on audit day.

🔬

Attack Surface Mapping

Continuous discovery of every asset, connection, and exposure across AWS, GCP, and Azure — from S3 buckets to Kubernetes pods, RBAC ClusterRoleBindings, and shadow AI workloads.

💥

Blast Radius Visualization

Interactive graph showing exactly what's at risk when a single node is compromised. Know impact before attackers do.

🛡️

300+ Framework Compliance

Attribute-level scoring across 300+ frameworks including CIS AWS v3, CIS GCP v2, CIS Kubernetes v1.9, Pod Security Standards, SOC 2, ISO 27001, HIPAA, PCI-DSS 4.0, GDPR, NIST 800-53, FedRAMP Moderate, CMMC 2.0 L2, CIS Controls v8, plus 5 AI-specific frameworks (NIST AI-RMF, EU AI Act, ISO 42001, MITRE ATLAS, OWASP LLM Top 10). Evidence text names offending resources, not boilerplate.

🔑

CIEM — Privilege Escalation Detection

Cloud Infrastructure Entitlement Management for AWS IAM and GCP IAM — read-only. Maps effective permissions to surface privilege-escalation paths before an attacker chains them: primitive Owner/Editor, service-account impersonation, wildcard actions, risky PassRole/actAs, and public IAM bindings. 35 detection rules across AWS + GCP (plus 11 for Azure, in preview).

🧠

AI-SPM — AI Service Posture

AI Security Posture Management for Amazon SageMaker (notebook direct-internet / root / KMS), Amazon Bedrock (model-invocation logging, guardrails), and Google Vertex AI Workbench (public IP / CMEK / Shielded VM). Read-only posture that pairs with our AI-compliance frameworks — NIST AI-RMF, EU AI Act, ISO 42001.

🔒

Surface Scanner

32 parallel modules — TLS, DNS + email security, secrets, takeover, session-entropy, supply-chain JS, typosquat, AI-bot policy. A+ to F score in 30 seconds. 23 free.

🕵️

Threat Intelligence

Real-time IOC matching, MITRE ATT&CK mapping, IP reputation scoring, and CVE correlation across 346,164+ vulnerabilities.

🛰️

eBPF Runtime Protection

Zero-knowledge kernel-level monitoring via eBPF — no kernel modules, no performance overhead. Strict-ZK Secret inventory means the agent process never holds .Data bytes.

📊

Executive Reporting

Scheduled PDF/CSV compliance reports delivered to stakeholders. Board-ready dashboards with EU AI Act + ISO 42001 sections.

Getting Started

Up and running in under 10 minutes

🔗
Step 01

Connect

Link your cloud accounts (AWS, GCP, Azure) with read-only access. No agents required for Tier 1 scanning.

2 min
🔍
Step 02

Discover

EchelonGraph's 3-tier agents map every asset, network path, and permission. Results appear in real-time.

5 min
🧠
Step 03

Analyze

AI-powered blast radius analysis calculates exposure paths. Compliance scores generate automatically.

Real-time
🛡️
Step 04

Protect

Prioritized remediation guidance, automated alerts, and continuous monitoring keep you ahead of threats.

Always-on
AI-Powered Intelligence

Meet your AI Security Analyst

Ask questions in natural language. Get answers grounded in YOUR infrastructure data — not generic advice. Powered by RAG over your Neo4j graph, CVE database, and compliance scores.

🔗

Graph-Aware Analysis

Understands your actual infrastructure topology — assets, connections, and blast radius paths from your Neo4j graph.

🎯

CVE Impact Assessment

Tells you which CVEs actually affect YOUR assets, not just generic severity ratings. Cross-references 346,164+ CVEs with your graph.

📋

Compliance Gap Analysis

"Am I SOC 2 compliant?" — instantly analyses your compliance scores across 300+ frameworks (incl. AI Workload Compliance for EU AI Act readiness) and recommends fixes.

Prioritized Remediation

Ranks vulnerabilities by actual risk to your environment — factoring in blast radius, internet exposure, and data sensitivity.

AI Security Analyst
RAG-powered by Gemini 1.5 Pro
What's my biggest security risk right now?
Your riskiest asset is prod-db-01 (RDS PostgreSQL). It has 2 CRITICAL unpatched CVEs and is reachable from the internet via web-proxy-01.

This path has a cumulative CVSS of 18.4. I recommend patching CVE-2026-34160 immediately — it has a public exploit.
🔗 Graph🔍 Findings⚡ Risk2.1s
Unique Architecture

3-Tier Agent Architecture

No other platform combines agentless cloud API scanning, network reconnaissance, and eBPF kernel-level telemetry in a single product.

Tier 1 · EcheSky

Agentless API scan across AWS, GCP, Azure

0 agents
Tier 2 · EcheNet

Network + container + K8s scanning, SBOM, BYOK, air-gapped

Deep scan
Tier 3 · EcheDeep

eBPF kernel telemetry — zero-knowledge

XDP/eth0
Explore Full Architecture →
Why EchelonGraph

EchelonGraph vs. Traditional Tools

MetricEchelonGraphOthers
Time to First Scan< 60 seconds2-4 hours
Agent RequirementNone (agentless)Required
Blast Radius AnalysisReal-time graphStatic reports
Compliance Frameworks100+ automated (incl. AI)3-5 manual
AI Workload ComplianceEU AI Act + NIST AI-RMF + ISO 42001 productizedManual CSV exports
Compliance Re-Score Cadence≤30s on every changeDaily / weekly cron
CVE Coverage346,164+ real-timePeriodic scans
Shadow AI DetectionLive CT log + Shodan radarNone
Identity Privilege Escalation (CIEM)AWS + GCP · 35 read-only rulesSeparate SKU / add-on
AI Service Posture (AI-SPM)SageMaker, Bedrock, Vertex AINot covered
Surface Scanner Modules32 parallel · 23 free (30s)Sequential, 1-6 modules (5+ min)
PricingFree tier available$5,000+/month
AI Security AnalystRAG-powered (Gemini)None
Research & Intelligence

Where we keep watch

Live dashboards, real-time monitors, and original research on the AI attack surface — open to everyone, no login.

Built for enterprise security

Real capabilities, verifiable results. See what EchelonGraph delivers out of the box.

330
Compliance Frameworks
3,473+
Automated Controls
3-Tier
Agent Architecture
<60s
Time to First Scan
🛡️SOC 2 Controls Mapped
📋ISO 27001 Aligned
🇪🇺GDPR-Ready Architecture
🏥HIPAA-Ready
☁️Hosted on Google Cloud
FAQ

Frequently Asked Questions

Ready to map your attack surface?

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Meet the founders
Akshay Dubey, Founder of EchelonGraph
Akshay Dubey
Founder

Security architecture & detection engineering

Connect on LinkedIn →
Rahul Jain, Founder of EchelonGraph
Rahul Jain
Founder

Reliability, scale & enterprise operations

Connect on LinkedIn →