Wherever you work with data, you’ll find anomalies. In increasingly rich information ecosystems, manually detecting and resolving those anomalies can seem like an impossible task. OpenSearch’s built-in capabilities give you the power to create automated, intelligent workflows that identify anomalies so you can resolve them proactively and minimize disruption.
Discover point anomalies or global outliers like unusually large transfers of funds.
Uncover contextual anomalies such as unexpected surges in usage or consumption.
Observe collective anomalies, including unusual web traffic from a cluster of IP addresses
Detection and resolution at scale
Eliminate delays to detection and resolution, minimize manual monitoring and troubleshooting, and bridge gaps in visibility to provide insights at scale. With OpenSearch, you can create and configure detectors that expose anomalies, deliver highly observable results, and send alerts in near real-time.
Custom anomaly detection workflows powered by intelligent, scalable, highly adaptable features
Real time data ingestion and indexing
Continuously collect and index data from multiple sources to ensure you’re conducting anomaly detection on the most up-to-date information.
Advanced anomaly detection algorithms
Leverage cutting-edge AI and machine learning algorithms to identify problems in your ingested data, including univariate, multivariate, and contextual anomalies.
Flexible alerting and notifications
Our Anomaly Detection tools enable customizable alerts and notifications you can use to inform your stakeholders and resolve issues proactively.
Scalable and distributed architecture
OpenSearch’s distributed, highly scalable nature helps you ingest, process, and analyze large volumes of data without compromising performance.
Seamless integration with existing toolsets
Easily integrate OpenSearch into the monitoring, observability, and IT service management (ITSM) tools you already use to maintain seamless continuity with existing technology investments and workflows.
Explore further resources
OpenSearch Blog
Overlaying anomalies and alters on OpenSearch Dashboards visualizations
Wed, Aug 2, 2023
OpenSearch Video
Leveraging anomaly detection for UEBA at Graylog
Watch on YouTube
OpenSearch Blog
Anomaly detection for historical data and real-time streaming…
Thu, Nov 18, 2021
A proactive approach to anomaly detection puts you in control of your data.
By getting ahead of disruption, you improve data quality and maximize uptime to keep operations consistent and secure.
Proactive issue identification
Quickly detect anomalies in your data to identify and address potential issues before they escalate, reducing the impact on business operations and customer experience.
Scalability and future-proofing
Scalable and flexible architecture expands your anomaly detection capabilities seamlessly as data volume grows alongside infrastructure complexity.
Informed decision-making
OpenSearch delivers the insights and contextual information you need to make data-driven decisions, optimize resource allocation, and improve strategic planning.
Enhanced security and compliance
Identify and investigate security threats and demonstrate compliance with industry regulations and standards.
Improved operational efficiency
Gain an AI advantage that helps you rapidly identify and resolve anomalies to optimize processes, reduce manual troubleshooting, and smooth operations.
See what you can accomplish with OpenSearch anomaly detection.
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