Turn critical insights into opportunities by identifying, understanding, and resolving anomalies
Get StartedTurn critical insights into opportunities by identifying, understanding, and resolving anomalies
Turn critical insights into opportunities by identifying, understanding, and resolving anomalies
The deluge of data and their interconnectedness within the Big Data analytics ecosystem can create data anomalies that are unpredictable, difficult to comprehend, and challenging to resolve. These anomalies can mask critical insights within the system, leading to missed opportunities for businesses. In the absence of a human-readable explanation of statistical errors, taking corrective action becomes difficult.
Our AI anomaly detection solution helps you identify the anomalies, understand their probable cause through hypothesis generation, and provide means of resolving them. Our automated anomaly detection software helps you proactively detect anomalous patterns to address, while consistently improving the overall health of your system.
See how we helped a leading airline company predict faulty behavior based on readings from flight data recorders. We built ML models to identify patterns to predict aircraft failure at the granular level and used our anomaly detection solution to prevent system errors affecting downstream algorithms. This provided multiple benefits:
Model accuracy improved by 75%
Detected 52 anomaly clusters causing system errors
Median Absolute Deviation (MAD) was used to identify the anomalies
Create end-to-end anomaly detection systems that unlock overlooked digital opportunities by connecting multiple data sources, updating existing connections, and uploading files directly into the application. Optimize each data segment with flexibility by running the algorithms on all data or a subset based on your needs.
Gain actionable insights into the detected data anomalies through a simplified summary page that highlights the anomalies after considering user feedback. With our anomaly detection service, dive deeper into the issues with statistical explanations and derive insights into the cause with AI-generated hypotheses.
Identify and resolve the probable cause of anomalies with deep insights into the problem through system-generated hypotheses. Organize and prioritize the anomaly resolution with the help of our AI anomaly detector, saving you time, resources, and your budget.
Consistently improve your systems with summarized reports that include critical insights from the previous week, high-level KPIs, and data health indicators. Utilize the optimal solutions and model results generated by the our AI anomaly detector for anomaly resolution to help your teams focus on innovation, performance, and other KPIs that matter.
Customized anomaly detection solutions and services
Proactive anomaly detection alerts
Simplified statistical explanations of anomalies
