Living Environments
Environments That Breathe
Realistic user activity generates authentic noise in every lab. Email traffic, web browsing, login patterns, and process trees create the signal-to-noise ratio your analysts face in production.
The Problem
Why Noise Matters
Real SOCs are noisy. Thousands of benign events surround every real threat. Training without noise produces analysts who can spot attacks in a vacuum but struggle on day one.
Sterile Labs Create False Confidence
When every alert is malicious, analysts learn pattern matching instead of investigation. Real SOCs have a 99:1 noise-to-signal ratio -- your training should too.
Detection Requires Context
A PowerShell process is suspicious only in context. Living environments force analysts to distinguish rjohnson running a script from an attacker abusing the same binary.
Build Real-World Instincts
Analysts trained in noisy environments develop the pattern recognition and contextual awareness needed to perform on day one in a production SOC.
Simulated Activity
What Living Means
Every lab environment runs autonomous user simulations that generate the six categories of activity seen in production networks.
Email Traffic
Simulated users send and receive email across the domain -- internal memos, calendar invites, and external correspondence generating SMTP and Exchange logs.
Web Browsing
Automated browser sessions visit internal portals, external websites, and SaaS applications, creating HTTP/HTTPS traffic and proxy logs.
File Operations
Users create, edit, move, and delete files on network shares and local drives -- generating file system events, SMB traffic, and DLP triggers.
Login & Logout Patterns
Realistic authentication events with morning logins, lunch breaks, overtime sessions, and failed password attempts across Active Directory.
Process Trees
Legitimate process execution chains -- Office spawning child processes, browsers launching plugins, scheduled tasks firing -- all captured by endpoint telemetry.
Network Traffic
DNS queries, DHCP leases, SMB share access, and internal API calls create the baseline network activity that real SOC analysts see every day.
Topology
Enterprise-Grade Topology
Living environments run on full enterprise infrastructure -- not simplified simulations. The same topology, tools, and telemetry your SOC operates in production.
Active Directory Domain
Full AD forest with domain controllers, organizational units, group policies, security groups, and realistic user accounts across departments.
User Workstations
Windows endpoints joined to the domain with user profiles, installed software, browser history, and locally cached credentials.
Enterprise SIEM
Pre-configured SIEM environments ingesting endpoint telemetry, Windows Event Logs, firewall logs, and DNS logs — with dashboards and saved searches ready to go.
Network Segmentation
Subnets, VLANs, and firewall rules create realistic network boundaries with DMZ, corporate, and management zones.
See what evidence-based training looks like.
The evidence-based, enterprise ready, cloud native AI cyber range & SOC training labs — built for teams that need to prove readiness.