Behavioral AI Core
Unsupervised models build a real-time baseline for every entity in your environment — users, processes, network flows, cloud APIs. Anomalies score by deviation, not by signature.
v0.9 Preview · In Development
The AI that detects
zero-days before they exist.
Ethereon learns behavior — not signatures. By modeling every user, process, and packet in real time, it surfaces novel attack patterns 48–72 hours before any CVE is published — and contains them before damage spreads.
0%
Detection (Lab)<0%
False Positives<0min
MTTRBehavioral AI · Federated Learning · Autonomous Response
99.9% DETECTION · <0.1% FP · <3MIN MTTR
Why Ethereon
Built for the post-signature era.
Legacy EDR/SIEM tools fire on patterns that already exist in databases. Ethereon fires on behavior — which means it sees the attacks no one has named yet.
Zero-Day Lead Time
Heap sprays, ROP chains, novel C2 channels — Ethereon recognises exploit shape, not its CVE. Average lead time over public disclosure: 48–72 hours.
Autonomous Response
Detect, isolate, remediate, report — without waiting for a human to wake up. Sub-3-minute MTTR with built-in playbook framework.
Federated Learning
Models train across the global Ethereon fleet without leaking customer data — every new attack we see makes every customer safer.
Compliance-Native
One-click audit exports for ISO 27001, GDPR, PCI DSS, HIPAA, NIS2, and SOC 2. Evidence is collected continuously, not at audit time.
On-Device Inference
Edge inference modules run on endpoints with <3% CPU. Protection works even when the cloud connection is severed.
Engine Telemetry
What Ethereon sees in real time.
Simulated feed from a single mid-market deployment. The actual platform processes billions of events per day across the Ethereon cloud.
The Pipeline
Six stages. Seconds to detect. Milliseconds to contain.
From raw telemetry to autonomous remediation, here's how Ethereon turns noise into outcomes.
Telemetry Ingestion
Endpoint, network, cloud, identity, and SIEM data is normalized and streamed into the inference plane in real time. Native collectors for Splunk, QRadar, Elastic, Sentinel, Wazuh.
Behavioral Baseline
Per-entity ML models build continuously-updated baselines: what's normal for this user, this process, this network flow, this cloud role. The baseline is the truth — anything else is noise to be scored.
Anomaly Scoring
An ensemble of Random Forest, LSTM, Isolation Forest, and a transformer-based context model produces a 0.0–1.0 anomaly score with confidence and MITRE ATT&CK tactic mapping.
{
"entity": "user:k.tanaka",
"event": "credential_access",
"anomaly_score": 0.94,
"confidence": "HIGH",
"tactic": "T1003 - Credential Dumping",
"recommended_action": "isolate_endpoint",
"ts": "2026-04-25T11:24:08Z"
}Zero-Day Pattern Recognition
A proprietary pattern library identifies exploit shapes (heap sprays, ROP chains, shellcode signatures, novel C2 cadence) without ever needing a CVE. Unsupervised clustering surfaces never-before-seen TTPs.
Autonomous Response
Confirmed threats trigger response playbooks: network isolation, process termination, evidence preservation, MFA invalidation, alerting. All within seconds, all auditable.
Compliance Reporting
Evidence is collected continuously and exported on demand into ISO 27001 / GDPR / PCI DSS / HIPAA / NIS2 / SOC 2 audit packs. Auditors get one URL, not a year of email threads.
Verticals
Built for the industries hackers want most.
Banking & Finance
Real-time fraud-pattern detection, transaction-graph anomaly modeling, and regulator-ready evidence packs.
Learn moreGovernment
Nation-state APT detection, air-gapped deployment, federated learning across agency silos.
Learn moreTelecom
Critical-infrastructure protection, signaling-plane monitoring, lawful-intercept alignment.
Learn moreHealthcare
HIPAA-aligned audit pipelines, medical-device behavioral fingerprinting, ransomware-resilience.
Learn moreStartups & SaaS
SOC-in-a-box for teams without a 24/7 analyst rotation. Mid-market pricing, enterprise capability.
Learn moreCritical Infrastructure
OT/IT convergence, ICS/SCADA behavioral profiling, NIS2 alignment for EU operators.
Learn more Insights
Threat intelligence, AI security, and the road ahead.
Long-form research and weekly threat briefings live on the CybernytronX blog — Ethereon's parent organization.
Public Launch · Q4 2026
Be first when Ethereon goes live.
We're working with a small group of design-partner customers right now. Drop your email and we'll send you the launch invite the moment we're public.