Detection Solution

Intelligent Anomaly Detection for Time Series

Automatically identify unusual patterns, outliers, and data anomalies in your time series. Spot issues before they impact your business and discover hidden opportunities.

Anomaly Detection

Alerts Active
System Metrics 3 Anomalies
Real-time anomaly detection
3
Anomalies found
97%
Detection accuracy
2.3s
Response time

Why Teams Choose Our Anomaly Detection

Built for modern applications and real-time monitoring

Early Warning System

Detect issues before they escalate. Get instant alerts when your metrics deviate from normal patterns.

Real-time notifications

Smart Pattern Recognition

Advanced algorithms automatically learn your data patterns and adapt to seasonal variations.

Adaptive thresholds

Reduce False Positives

Intelligent filtering reduces noise and focuses on anomalies that actually matter to your business.

97% accuracy rate

Advanced Anomaly Detection API

Comprehensive anomaly detection with multiple detection methods

Anomaly Detection Endpoint Features

Required Parameters

  • identifier: Data series ID
  • data: Time series data points
  • frequency: H (hourly), D (daily), W (weekly)

Detection Methods

  • auto: Automatically select best method
  • zscore: Z-score statistical detection
  • iqr: Interquartile range method
  • seasonal: Seasonal decomposition

Response Includes

  • • Anomaly points and severity
  • • Confidence scores
  • • Method explanation
  • • Statistical thresholds
  • • Pattern analysis
  • • Actionable insights

Advanced Options

  • threshold: Sensitivity level (0.5-5.0)
  • multiplier: Detection multiplier
  • seasonal_period: Auto or custom period
  • minimum_periods: Min data points (3-100)

Comprehensive Anomaly Detection for Every Use Case

From simple outlier detection to complex seasonal pattern analysis

Multiple Statistical Methods

Choose from Z-score, IQR, seasonal decomposition, or let our auto-detection pick the best method for your data.

  • Automatic method selection
  • Configurable thresholds

Seasonal Pattern Recognition

Automatically detect and account for weekly, monthly, and yearly patterns. Avoid false positives from expected seasonal changes.

  • Weekly/monthly cycles
  • Holiday adjustments

Real-time Processing

Process streaming data and detect anomalies as they happen. Perfect for monitoring systems, IoT sensors, and live metrics.

  • Sub-second response time
  • Streaming data support

Actionable Insights

Get detailed explanations for each anomaly, including severity levels and recommended actions to take.

  • Severity scoring
  • Root cause analysis

Seamless Integration with Your Monitoring Stack

Connect with your existing tools and workflows in minutes

Works with Popular Monitoring Tools

ForecastAPI integrates seamlessly with monitoring platforms, alerting systems, and data pipelines to provide unified anomaly detection.

Datadog, New Relic, Grafana
PagerDuty, Slack, Microsoft Teams
Prometheus, InfluxDB, Elasticsearch

Trusted Across Industries

From DevOps to business intelligence, teams rely on our detection

System & Infrastructure

Monitor CPU usage, memory consumption, and network traffic for early warning signs of system issues.

  • • Server performance monitoring
  • • Database query anomalies
  • • Network latency spikes

Business Intelligence

Detect unusual patterns in sales, user behavior, and key business metrics to identify opportunities and risks.

  • • Revenue anomaly detection
  • • User engagement changes
  • • Conversion rate drops

IoT & Sensor Data

Monitor temperature sensors, equipment vibrations, and environmental data for predictive maintenance.

  • • Equipment health monitoring
  • • Environmental sensor alerts
  • • Predictive maintenance

Proven Results in Production

Real performance metrics from live deployments

97%
Detection accuracy
5%
False positive rate
2.3s
Average response time
24/7
Continuous monitoring

Real-Time Analytics Dashboard

Monitor anomaly detection performance, track accuracy metrics, and analyze patterns in real-time with comprehensive dashboards.

View Live Demo
Detection Performance Active
True Positives 97.2%
False Positives 4.8%
Response Time 2.3s

Built for Scale and Reliability

Enterprise-grade anomaly detection infrastructure

High Performance

  • <2.3s response time
  • 10M+ data points/day
  • Real-time processing

Security & Compliance

  • SOC 2 Type II certified
  • GDPR compliant
  • End-to-end encryption

Developer Experience

  • RESTful API
  • SDKs for all languages
  • Webhook notifications

Start Detecting Anomalies Today

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