Real-Time Anomaly Detection
Detect unusual AI usage patterns automatically — token consumption spikes, repeated identical prompts, off-hours usage, or access from new locations.
Key Metric Highlight
Time-to-alert for anomalous usage patterns
// anomaly-alert.json
{
"alert_id": "anom_7f3b2d91",
"timestamp": "2026-06-19T02:14:33Z",
"type": "off_hours_spike",
"severity": "high",
"user": "contractor@acme.com",
"details": {
"tokens_last_hour": 4200000,
"baseline_tokens_per_hour": 85000,
"deviation_factor": 49.4,
"local_time": "02:14 (outside 09:00-18:00 window)"
},
"action_taken": "rate_limited",
"notify_channel": "slack:#security-alerts"
}The Operational Battleground
Confronting friction points with deterministic platform security layers.
The Danger of Unchecked AI
Malicious insiders, compromised accounts, and runaway automation scripts often reveal themselves through abnormal usage patterns. Without monitoring, these go undetected until the end-of-month bill arrives.
Governed, Hardened, & Compliant
SecuriX baselines normal usage patterns per user and team, then alerts in real time when anomalies are detected: sudden token spikes, repeated prompts (loop detection), access from unusual geolocations, or off-hours heavy usage.
Platform Deep Dive
Engineered from the ground up for strict isolation, low latency, and zero friction.
Usage Spike Alerts
Baseline normal usage per user. Alert immediately when consumption exceeds a configurable multiple of that baseline.
Loop Detection
Heuristics detect agents sending semantically identical prompts in rapid succession — a clear sign of a loop.
Geo-Anomaly Flags
Flag logins and API calls from countries outside the user's established access pattern.
Webhook Alert Routing
Route alerts to Slack, PagerDuty, email, or any webhook. Configure severity thresholds per team.
How It Works Under the Hood
Token consumption spikes: alert when a user's hourly usage exceeds 10× their baseline
Loop detection: identify agents sending semantically similar prompts repeatedly
Geo-anomaly: flag access from countries outside the employee's normal pattern
Off-hours alerts: notify security when heavy AI usage occurs outside business hours
Enterprise Compliance & Alignment
SecuriX policies align directly with top-tier verification structures, ensuring frictionless authorization for your infosec clearance review.
Book a Demo
Book a demo to evaluate Real-Time Anomaly Detection within your private cloud or staging VPC environment.
Book a Demo
Book a demo of SecuriX Enterprise. Our team will walk you through the platform.