Vectra Labs · AI/ML Suite

Helios

Patented AI/ML for high-fidelity detection at the edges of the perimeter, the endpoint and the identity plane.

What Helios actually does.

Helios is the analytics core that powers Vectra detection across email, network, identity and endpoint telemetry. Self-supervised models learn each customer's baseline so detections fire on intent rather than signature, dropping the alert noise that swamps a typical SOC. The platform is agent-free, deploys against existing log sources, and scales from mid-market environments to national-grade telemetry pipelines.

Use it when

You need higher signal-to-noise out of an existing SIEM or XDR, or you are standing up detection coverage in an environment where deploying agents on every endpoint is not realistic.

Capabilities

What's under the hood.

The capability surface that goes into Helios - the parts that matter when you're picking a tool to put into production.

01
Self-supervised baselining

Models learn normal communication, access and process patterns per environment - no rule-tuning required to start.
02
Domain-aware analytics

Specialised models for email, identity, network and endpoint domains, instead of one generic anomaly score.
03
High-fidelity alerting

Detections are correlated and ranked before they reach an analyst, with reasoning and evidence attached.
04
Agent-free deployment

Ingests existing logs and flow data; no kernel hooks, no rollouts to thousands of endpoints.
05
Scales to national telemetry

Designed against critical-infrastructure data volumes - tens of billions of events per day per tenant.