ITMox · Anomaly Detection

Catch issues before they page you

Unsupervised, seasonality-aware anomaly detection with adaptive thresholds and early-warning forecasting.

The challenge

Outages don't start with an alert — they start with a drift no one noticed

Static thresholds miss slow degradations and drown on-call teams in noise until it's too late.

Static thresholds miss real drift

Fixed limits ignore seasonality and normal variation.

Alert fatigue burns out on-call

Too many false positives train teams to ignore pages.

Warning comes too late

Breach-based alerting fires only after impact begins.

What it does

Unsupervised anomaly detection
Dynamic & adaptive thresholds
Seasonality-aware baselines
Multivariate anomaly detection
Early-warning signals
Forecast-deviation alerts
Behavior baselining
True-anomaly alerting (low noise)

How ITMox forecasts and flags anomalies early

1

Baseline

Model seasonal, per-metric normal ranges from history.

2

Score

Compare live telemetry against adaptive thresholds continuously.

3

Forecast

Project trend deviation ahead of a threshold breach.

4

Correlate

Group related signals into one root anomaly.

5

Page

Route only confirmed anomalies to on-call, with context.

Who it's for

SRE / Ops

Catch issues before they escalate.

Infrastructure Lead

Fewer surprises, earlier warning.

CIO

Proactive, not reactive operations.

Buyer outcomes

Earlier issue detection
Fewer false alerts
Proactive prevention
Business value

Why teams choose adaptive anomaly detection

Fewer pages, earlier warnings, and confidence that a quiet dashboard means things are actually fine.

Earlier warning window

Forecast-based alerts flag drift before a threshold breach.

Fewer false pages

Adaptive baselines cut noise so on-call trusts every alert.

Less on-call burnout

Confirmed, correlated anomalies replace 3am guesswork.

Works with existing tooling

Layers onto current monitoring — no rip-and-replace.

Get Started

Catch issues before they page you

Automate this workflow with agentic AI — grounded in your operational data and governed by policy.

Detect Anomalies Early
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