Leading Performance
Anomify.ai is designed as a robust, high-performance early warning system for critical infrastructure, validated by rigorous benchmarking and real-world application. Our approach prioritizes precision and speed, delivering a platform that minimizes false positives and ensures seamless operation.
Anomify delivers over 90% reduction in false positives
A Robust and Validated Platform
Anomify’s commitment to a robust platform is evident in its design and capabilities. The system learns normal data patterns, detects unusual behavior, and alerts on critical events in real-time, continuously improving through machine learning. Our team brings over a decade of experience in real-time time-series monitoring, underpinning the development of this advanced anomaly detection solution. Anomify employs a semi-supervised system model, enabling domain experts to train the system and refine its performance and usefulness. This ensures the platform not only identifies anomalies but also adapts to the unique characteristics of your data, providing highly relevant and actionable insights.
Exceptional Performance Results
Our recent benchmarking and tests demonstrate Anomify’s superior performance in anomaly detection:
- False Positive Reduction: Anomify achieves over a 90% reduction in false positives, with a true negative rate of 99.66%. This significant reduction ensures that only actionable alerts are delivered, preventing alert fatigue and allowing teams to focus on critical issues.
- Speed and Accuracy: The platform excels at finding unknowns in data and significantly speeds up time to resolution. In comparisons with Microsoft’s Azure Detector (in unsupervised mode), Anomify consistently outperforms in key metrics. For instance, Anomify boasts an F1 score of 0.9388 and an accuracy of 0.9405, compared to Azure Detector’s F1 score of 0.5312 and accuracy of 0.3878.
Metric Comparison
| Metric | Anomify | Azure Detector |
|---|---|---|
| F1 score | 0.9388 | 0.5312 |
| Precision | 0.8942 | 0.3778 |
| Recall | 0.9881 | 0.8947 |
| Accuracy | 0.9405 | 0.3878 |
| FP rate | 0.0119 | 0.1053 |
| FN rate | 0.1002 | 0.9333 |
| TP rate | 0.9881 | 0.8947 |
| TN rate | 0.8998 | 0.0667 |
| AUC ROC | 0.9439 | 0.4807 |
Patented Technology
Our commitment to reliability is in everything we do. Anomify’s infrastructure leverages our patented cloud architecture to ensure guaranteed uptime. Our Zero Point of Failure technology is a cornerstone of our robust and dependable service.
Validation by Industry Leaders
A significant validation of Anomify’s underlying technology comes from Splunk, a global leader in observability and security platforms. Splunk integrated core components from Skyline, the foundational technology developed by Anomify’s own Chief Systems Architect and Head of AI, Gary Wilson. By incorporating Skyline’s detection algorithms, Splunk achieved a 29% faster detection time for edge-case anomalies in time-series logs and a 40% reduction in noise and false positives across their infrastructure telemetry. Anomify.ai represents the managed, production-grade evolution of Skyline, offering the same proven technology to you without the overhead of extensive R&D or custom implementations.
Anomify continuously monitors all metrics, identifies abnormal changes, and provides deep insights into your systems, which is crucial for maintaining and improving service quality. By reducing false positives and enabling faster root cause analysis, Anomify empowers organizations to proactively address issues and optimize performance. The platform’s ability to be deployed flexibly via cloud or on-premise further enhances its adaptability to various operational requirements.