STELLA › ANOMALY DETECTION — BUSINESS ANOMALY DETECTION SOFTWARE FOR SMALL BUSINESS

STELLA FEATURE

Anomaly Detection

Automatic alerts when your business data behaves abnormally — catch problems before they become expensive.

STELLA’s Anomaly Detection (Watchtower module) monitors your business metrics continuously and fires automatic alerts the moment something statistically abnormal is detected — a revenue drop, a completion rate spike, an unusual cost pattern, a missing day of data. Instead of discovering a problem days or weeks after it started, you get an alert within hours so you can act while it still matters. No rules to configure. No thresholds to set. Statistical detection works automatically from the day STELLA is connected.

STELLA

Anomaly Detection

STELLA FEATURE

Everything included in STELLA Anomaly Detection for small businesses.

Watchtower monitors every metric across your Intelligent Analytics platform data continuously. The moment a value falls outside statistically normal behavior — whether it is a revenue drop, a job completion spike, or a cost anomaly — an alert fires to your portal and optionally triggers an ARGUS notification.

✓

Statistical anomaly detection across all metrics

✓

Revenue spike and drop alerts

✓

Completion rate and cancellation pattern monitoring

✓

Data gap detection (missing days/weeks)

✓

Alerts surfaced in Intelligent Analytics portal

✓

ARGUS integration for automated response (roadmap)

KEY BENEFITS

Why Anomaly Detection changes how you protect your business.

Catch Problems Early

A completion rate drop that would take you a week to notice in a spreadsheet is flagged by Watchtower within 24 hours.

Revenue Protection

Unusual revenue spikes (potential data errors) and drops (real business problems) both trigger alerts with context.

Data Integrity Alerts

Missing data days — when a source system stops feeding — detected and flagged before stale numbers mislead you.

Statistical, Not Rule-Based

Watchtower uses statistical significance to detect anomalies — not just “revenue below $X” thresholds you have to configure.

ARGUS Loop (Roadmap)

When ARGUS matures, Watchtower alerts will trigger automated responses — notify owner, create task, suggest staffing adjustment.

Context in the Alert

Alerts include the metric, the expected range, the actual value, and the probable cause — not just a red number to investigate.

RELATED FEATURES

Ready to catch business problems before they become expensive ones?

Anomaly Detection is included in STELLA Business tier and above. Continuous statistical monitoring across all your connected data sources — no setup, no manual threshold configuration, no waiting. Starting at $199/month.

Anomaly Detection

Automatic alerts when your business data behaves abnormally — catch problems before they become expensive.

STELLA

Anomaly Detection

Everything included in STELLA Anomaly Detection for small businesses.

✓

✓

✓

✓

✓

✓

Why Anomaly Detection changes how you protect your business.

Catch Problems Early

Revenue Protection

Data Integrity Alerts

Statistical, Not Rule-Based

ARGUS Loop (Roadmap)

Context in the Alert

More from STELLA.

Business Reporting

KPI Dashboards

Database Management

Ready to catch business problems before they become expensive ones?