Behavioral Inference Core
Per-entity baselines + 4-model ensemble. Production-stable across all design-partner deployments.
Roadmap
Where Ethereon is, and where it's going.
We're transparent about the fact that Ethereon is in active development. Here's the full timeline — past milestones, current focus, and where we're headed.
Current build · v0.9 Preview
Timeline
From research to public release.
21
2021 · R&D
Behavioral AI Research Begins
CybernytronX team starts work on a behavioral threat-detection prototype. First papers on unsupervised anomaly clustering for security telemetry circulate internally.
✓ Completed23
2023 · Beta
Ethereon Internal Beta
First closed beta deployment in 12 design-partner environments. Detected three zero-days 50–80 hours before public CVE assignment.
✓ Completed24
2024 · Foundation
Inference Plane Rebuild
Stream-first architecture using Kafka + ClickHouse + custom GPU inference scheduler. Sub-second p99 across 1B-event/day tenants.
✓ Completed25
2025 · Maturity
Federated Learning Production
Differential-privacy gradient sharing rolled out across the design-partner fleet. Customer data never leaves tenant; model deltas only.
✓ Completed26
Q1–Q2 2026 · You are here
v0.9 Preview Build
Closed pilot with select banking and government partners. Active SOC integrations: Splunk, Sentinel, Elastic. Compliance audit packs in QA.
⚡ In Progress26
Q3 2026 · Hardening
v1.0 Release Candidate
Security audit by external firm, SOC 2 Type 1 evidence collection, all-tenant penetration test, public bug-bounty program launch.
⏳ Upcoming26
Q4 2026 · Launch
Public General Availability
Ethereon 1.0 ships publicly. Self-serve Starter and Professional tiers, Enterprise direct-sales channel. SOC 2 Type 1 + ISO 27001 alignment.
⏳ Upcoming27
2027 · Scale
Vertical Editions + Federation v2
Banking, telecom, government, healthcare verticals ship with pre-tuned models. Federated-learning protocol v2 with cross-customer threat-graph correlation.
⏳ Planned28
2028 · Series A
Autonomous SOC + US Market
Fully autonomous SOC product (zero-touch operations). US market entry. $30M ARR target. SOC 2 Type 2 + FedRAMP path.
⏳ Planned Currently Shipping
What's live in v0.9 right now.
SIEM Integrations
Splunk, Sentinel, Elastic, QRadar, Wazuh — all bidirectional. Chronicle in Q3.
Autonomous Response
80+ vetted playbooks. Custom playbook editor in private beta.
Audit Vault
Tamper-evident detection log with one-click ISO/GDPR/PCI/HIPAA exports.
Federated Learning
Live across the design-partner fleet. Public launch with v1.0.
Air-Gapped Deploy
In QA with two government partners. GA target Q1 2027.