Product Overview: Anomify
Anomify is a cutting-edge, real-time anomaly detection platform designed to monitor and analyze time-series metrics, enabling organizations to quickly respond to changes and anomalies in their data.
What Anomify Does
Anomify is tailored to detect unusual behavior and anomalies in your metric population. It continuously analyzes your metrics every minute, providing a comprehensive snapshot of your system’s performance. This real-time analysis helps in identifying and addressing issues promptly, reducing downtime, and optimizing system performance.
Key Features and Functionality
Real-Time Anomaly Detection
Anomify employs a combination of advanced algorithms, including supervised machine learning, pattern matching, correlation, and custom algorithms, to identify anomalies in real-time. This multi-stage analysis ensures that the system can detect all types of anomalies accurately.
Reduction of False Positives
The platform allows users to train the system to recognize expected patterns, significantly reducing false positive alerts. This semi-supervised approach enables domain experts to directly influence the model’s performance and improve its accuracy over time.
Integration and Data Ingestion
Anomify supports integration with various data sources and tools such as Telegraf, Graphite, Prometheus, CollectD, StatsD, Google Analytics, MySQL, and SQL Server. Users can send metrics directly via POST requests or through these integrated tools, making it versatile and easy to set up.
Customizable Alerts and Notifications
Users can set up alerts on the metrics that matter most, ensuring they are notified promptly about critical anomalies. The system also allows for the adjustment of alerts when false positives occur, further refining the model’s performance.
Root Cause Analysis and Optimization
Anomify aids in speeding up root cause analysis by providing deep insights into system and application behavior. It helps in identifying optimization areas and offers suggestions based on the analyzed data, which can be crucial for improving overall system efficiency.
Data Storage and Security
While Anomify is not a metric store, it preprocesses raw metric data every minute and stores the processed data for analysis. The platform ensures that your data is not shared with any third parties, maintaining data security and integrity.
Scalability and Flexibility
Anomify can scale horizontally to meet the needs of any organization, with no upper limit on the number of metrics it can handle. This flexibility makes it suitable for both small and large-scale deployments.
Setup and Usage
To get started with Anomify, users follow a straightforward process:
- Sign Up: Create an account, which can be done in just a few minutes.
- Connect Metrics Source: Send metrics to Anomify via dedicated endpoints, Telegraf, Graphite, or other supported tools.
- Continuous Analysis: Anomify continuously analyzes your metrics for anomalies and correlations.
- Set Up Alerts: Configure alerts for the metrics that are most critical.
- Train the System: Adjust the system when false positive anomalies occur to improve accuracy.
In summary, Anomify is a powerful tool for real-time anomaly detection, designed to enhance the monitoring and observability of time-series metrics. Its advanced algorithms, customizable alerts, and integration capabilities make it an invaluable asset for maintaining and optimizing system performance.