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Observability

Monitor, investigate, and act using OpenSearch observability capabilities 

OpenSearch is a comprehensive, opensource solution with observability capabilities that provide extensive visibility into your applications and infrastructure. By seamlessly integrating logs, metrics, and traces, you can efficiently detect, diagnose, and resolve operational issues. 

OpenSearch observability features use the Piped Processing Language (PPL) and adhere to standards such as OpenTelemetry (OTel) to simplify how you correlate and analyze diverse telemetry data. Scalable architecture and extensible integrations empower your DevOps teams, site reliability engineers, and developers to build robust, vendor-neutral observability stacks. The results are faster time to resolution and better experiences for end users. 

Seamless integration with OpenTelemetry 

OpenSearch and OTel work together to let you generate, process, and transmit telemetry data in a single, unified format. 

From data to insight with Piped Processing Language

PPL, powered by OpenSearch, uses specialized commands to help you find search patterns in data, enhancing exploration and discovery. 

Better observability through OpenSearch Dashboards

Our integrated visualization toolset delivers a flexible interface for exploring and querying your data through out-of-the-box components for trace analytics, alerting, and more. 

Custom pipelines with OpenSearch Data Prepper

Filter, enrich, transform, normalize, and aggregate data for more effective downstream analysis and visualization through a server-side data collector. 

Architecture for unlocking observability with OpenSearch 

Key features

Flexible data ingestion 

Data Prepper facilitates the collection and processing of observability data by supporting OpenTelemetry sources for logs, traces, and metrics, enabling custom pipelines tailored to your needs.
See how

Powerful log analytics 

Using PPL, you can perform complex queries on your log data to detect patterns by identifying trends and anomalies, then build custom dashboards to generate insights.
See how

Comprehensive trace and service analysis

The Trace Analytics plugin provides detailed visualizations of trace data to help you identify bottlenecks and optimize application performance by analyzing service maps, trace groups, and individual spans.
See how

Unified observability architecture 

Use native integration with OpenTelemetry and Jaeger lets youto seamlessly ingest and analyze logs, metrics, and traces to standardize your approach to observability.

Real-time anomaly detection

The OpenSearch’s anomaly detection plugin automatically identifies unusual patterns in your data through machine learning algorithms to flag potential issues before they impact your system.
See how

Alerts and notifications

Monitors and alerts help you keep track of critical metrics and events by defining conditions and configuring notifications through the channels that work best for you.
See how

Notebooks

Notebooks provide a canvas for teams to collaboratively develop rich reports backed by live data for use cases like postmortems, run books, live infrastructure reports, and documentation.
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Extensive integrations

An extensive catalog of integrations connects OpenSearch with the tools and data sources that you need to enhance your observability capabilities.
See how

OpenSearch in action

Observability
Custom dashboards in OpenSearch 

 

Understand trends, get a high-level view of key metrics, simplify data exploration, and unlock insights. 
Log ingestion with Fluent  Transform unstructured log information into structured data to improve queries and filtering. 
Cross-cluster search with PPL 

 

Query, visualize, and perform operations on data stored across multiple OpenSearch clusters from a single interface. 
Sending events to Logstash  Decouple event processing from your app by sending events from different sources to Logstash. 
Diversify queries with Grafana  Run simplex or complex queries, visualize logs and metrics, and annotate graphs with log events. 
Automated deployment and provisioning  Automate deployment and provisioning across multiple clusters using OpenSearch Kubernetes Operator. 
On-demand queries  Run on-demand SQL and PPL queries through Query Workbench in OpenSearch Dashboards. 

Get started

Jump in to our demo environment OpenSearch Playground or explore our documentation for OpenSearch observability and OpenSearch Data Prepper.

Most recent blog posts

August 27, 2025 in Blog

Hosting OpenSearch MCP Server with Amazon Bedrock AgentCore

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August 24, 2025 in Blog

OpenSearch at the Linux Foundation: One year of innovation and community growth

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August 24, 2025 in Announcements

OpenSearch Software Foundation Marks 1-Year Anniversary with Community Growth, Agentic AI and Hybrid Search Enhancements

Foundation advances AI innovation for search, observability and analytics as project downloads increase 78% year-over-year AMSTERDAM – Open Source Summit Europe – 25 August 2025 – The OpenSearch Software Foundation,…
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