From Telemetry to Insight: Building AI-Powered Observability Pipelines with OpenSearch - Neel Shah

Description

From Telemetry to Insight: Building AI-Powered Observability Pipelines with OpenSearch - Neel Shah, Middleware Modern observability demands more than simply collecting metrics and logs; it requires insightful analysis, real-time alerting, and predictive analytics. In this session, I’ll explore a way to construct AI-powered observability pipelines via streaming telemetry information, logs, traces, and metrics into OpenSearch. Learn a way to leverage OpenSearch’s machine learning skills, anomaly detection, and alerting frameworks to uncover unusual patterns, summarize incidents, and respond quickly. We’ll stroll through integrating OpenTelemetry for ingestion, setting up pipelines for real-time analytics, and utilizing ML models to convert raw indicators into actionable insights. Whether you're monitoring microservices, LLMs, or cloud-native infrastructure, this consultation will help you convert your telemetry into actionable intelligence using OpenSearch.